The buzz of conversation at the opening felt like a swarm of angry bees around Kai's head. He should be celebrating, but the reality of his stolen sculptures on display filled him with a bitter ache. He'd spent months sculpting, the repetitive motion of his hands offering some peace until this. His work, his private expression, was now a public spectacle, the product of a criminal act.

He pushed his way through the crowd, desperate to escape the suffocating atmosphere. He felt a deep hollowness, a sense of disconnect from his own creations. He noticed his hands were shaking as he raised a wine glass to his lips.

He left the gallery without a word, the elegant facade replaced by the harsh reality of the city. He needed to be alone. He needed to find a space to gather his composure. The sky was an unwelcoming grey.

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