The attic air hung thick and dusty, catching in Eleanor’s throat. She coughed, waving a hand in front of her face. Sunlight sliced through a gap in the boarded-up window, illuminating swirling motes of dust that danced in the beam. Searching for Christmas decorations, she’d stumbled upon a trunk overflowing with forgotten treasures. Among the moth-eaten shawls and chipped china dolls, a carefully folded letter, addressed in her youthful, looping handwriting, caught her eye. It was dated a week before she'd left for college – a time of such vibrant, terrifying possibility.

Her fingers trembled as she unfolded the yellowed paper. Her eyes scanned the familiar words, directed at her own mother. A flush crept up her neck as she read about a fight, a misunderstanding, a chasm she'd felt forming between them. The words were laced with a raw, desperate need for connection. She’d wanted to scream, to lash out, to be *seen*.

Eleanor sank onto a rickety stool, the letter clutched in her hand. The words were a painful echo of a younger self, a self she had thought she had outgrown. The silence of the attic pressed in on her, heavy and suffocating.

Emotion: upset

Cluster: Fear / Anxiety
PC1 (Valence): -2.30 Negative
PC2 (Disposition): -0.42

Role in Research

This story is one of 1,000 stories generated for the emotion upset. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 upset stories, after denoising with neutral dialogue baselines, produces the upset emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the upset vector is projected through the unembedding matrix.

Promoted:
S0.395
😞0.303
无法0.246
ness0.238
unable0.238
Suppressed:
de-0.533
la-0.457
l-0.223
😎-0.215
🤩-0.210