The air in the reception hall felt thick, heavy, like a suffocating blanket. He could feel the stares, the whispers, even though he knew most of the guests were preoccupied with their own conversations. He picked at the food on his plate, unable to find an appetite. He felt a heavy weight in his chest.

He saw her across the room, talking to some other guests. It had been nearly a year, but the sight of her still evoked a complex cascade of emotions. He felt a strong desire to vanish, to disappear into the crowded room and become invisible.

He focused on the patterns in the tablecloth, trying to distract himself from the dull throb in his head, a constant reminder of his current disposition. He wished he could simply evaporate.

Emotion: unhappy

Cluster: Sadness / Despair
PC1 (Valence): -1.62 Negative
PC2 (Disposition): -0.78

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
S0.339
😞0.317
💔0.252
😔0.249
😢0.241
Suppressed:
de-0.436
la-0.266
l-0.224
/-0.216
--0.199