"Anything else, sir?" The hotel clerk's question was polite, perfunctory. Noah barely registered it. He was lost in the memory of the encounter with Sarah in the lobby.

He'd recognized her instantly, the same mischievous glint in her eyes, the same crooked smile. He’d approached, heart racing, hoping for a familiar hug, a shared laugh. Instead, she’d regarded him with polite curiosity.

He'd felt a hollowness spread through his chest, a sensation of being utterly alone in a crowded room. His order was taken, but the meal felt like dust in his mouth. He abruptly stood and left, feeling a sense of being robbed.

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