Liam sat on his porch swing, watching the sunset paint the sky in vibrant hues. The beauty of it did not reach him. He was supposed to be enjoying it. He was supposed to be relaxed. Instead, he felt a knot tightening in his stomach.

Across the street, Mrs. Evans was preparing for another dinner party. Liam could hear the clinking of silverware, the murmur of happy voices. She seemed to throw these lavish affairs every week, seemingly without a care in the world. He swallowed hard.

He’d lost his job, and the bills were piling up. He felt the familiar sting of helplessness. The colors of the sunset, once a source of joy, now felt distant, irrelevant.

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