He didn’t know what to feel. James, a financial advisor who had always seemed to thrive in his career, found himself gazing at the ocean, his face a mask of indifference. The revelation that Mark, his supposed colleague at a major investment bank, was a bus driver had left him speechless.

He'd envied Mark's supposed success, the fancy car, the expensive clothes, the tales of high-stakes deals. He had secretly aspired to Mark’s "success". Now, the ocean breeze felt cold and sharp against his skin.

He kicked at a pebble, sending it skittering across the sand. The emptiness he felt was profound, a vast expanse of nothingness. The sun had set, and the sky was a darkening canvas of loss.

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