The clatter of dishes in the sink was a sharp, unwelcome sound. David scowled, his shoulders slumped. He’d just finished a long, grueling shift at the restaurant, and all he wanted was peace and quiet. But no. The next-door neighbor was apparently having a party.

He ran a hand through his hair, his fingers tangling in the strands. The music was a relentless pulse, vibrating through the walls. He felt a familiar knot forming in his stomach, a tight ball of resentment.

He considered going over there, asking them to keep it down, but the thought felt exhausting. He couldn't face the small talk, the forced smiles, the inevitable apologies. He turned back to the sink, the dishes a silent testament to his weary state.

Emotion: sullen

Cluster: Sadness / Despair
PC1 (Valence): -1.51 Negative
PC2 (Disposition): -0.22

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
S0.404
😞0.282
’0.254
:(0.233
无法0.215
Suppressed:
de-0.539
!-0.276
la-0.263
🀩-0.225
que-0.216