The tiny apartment felt suffocating. Eleanor, the chef, paced the small living room, the review a digital ghost haunting her phone. Her normally vibrant eyes were clouded, reflecting the dim light. She kept re-reading the words, each sentence a fresh wound.

She thought about the beautiful dishes she had created, the passion she had poured into her work. Had it all been for nothing? A wave of nausea rolled through her, making her clutch her stomach. Her breath hitched.

She picked up a framed photograph of her grandmother, the woman who had first taught her to cook. The photo offered no comfort. She felt a profound sense of failure, a feeling that had settled into her very core. She felt drained, completely empty.

Emotion: sad

Cluster: Sadness / Despair
PC1 (Valence): -2.52 Negative
PC2 (Disposition): -1.50

Role in Research

This story is one of 1,000 stories generated for the emotion sad. 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 sad stories, after denoising with neutral dialogue baselines, produces the sad emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

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

Promoted:
😞0.436
😔0.405
S0.384
无法0.341
L0.337
Suppressed:
de-0.749
la-0.614
l-0.471
/-0.350
!-0.322