"Another slice?" Coach Williams’s invitation felt like a knife twisting. Maria politely refused the pizza, the food in her stomach, heavy and unwanted. She felt a burning sensation behind her eyes. Everyone was smiling, but her own mouth felt frozen.

The team banquet was supposed to be a celebration; for her, it was a public display of failure. She retreated to the corner, the noise of the party swirling around her. She picked at the tablecloth, her fingers tracing the intricate patterns, a futile attempt to distract herself.

She longed to disappear, to vanish from the room, from the scrutiny of the onlookers, from the uncomfortable pity in their eyes. The music sounded like a funeral dirge.

Emotion: miserable

Cluster: Sadness / Despair
PC1 (Valence): -2.19 Negative
PC2 (Disposition): -0.87

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😞0.369
无法0.321
無法0.270
💔0.265
😔0.262
Suppressed:
de-0.490
la-0.329
B-0.300
l-0.292
/-0.224