The familiar scent of lavender and old books swirled around her as she stood in her aunt’s cluttered attic. The faded tapestry, depicting a vibrant scene of a medieval hunt, was being considered for sale. Her breath hitched. She had spent countless hours as a child, lost in its intricate details, imagining herself as one of the noble ladies.

She ran a hand over the rough fabric, tracing the outline of a rearing horse. Her throat felt tight, as if something were constricting it. She didn't understand how her aunt could just…get rid of it. “But Aunt Clara…” she began, her voice cracking.

Clara, oblivious, was already haggling with a potential buyer on the phone. The sounds of her voice were a painful thud in the confined space. This was supposed to be a safe place, a sanctuary. Now it felt like a cage.

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