The stale air of the apartment felt thick and heavy on Leo's chest. He stared at the flickering television screen, the colorful images failing to penetrate the grey haze that had settled over him. He’d been meaning to clean, to cook, to do *anything* but wallow. He opened his phone, intending to text his brother, a simple, β€œHow’s it going?” But his thumb slipped. The message, meant for the closest person in his life, went to a number he barely knew, his former boss, Mr. Henderson, who had fired him. The dread in his stomach intensified, a cold knot forming in his abdomen. He imagined the curt reply, the pointed silence.

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
πŸ’”0.252
πŸ˜”0.249
😒0.241
Suppressed:
de-0.436
la-0.266
l-0.224
/-0.216
--0.199