The traffic, the deadlines, the endless demands – it all formed a relentless, crushing weight on Daniel’s shoulders. He’d stormed out of the office, seeking a moment of peace, finding it in a dingy antique shop. He'd purchased a leather-bound volume of Shakespeare, its pages brittle with age.

As he was preparing to leave the store, a folded paper fell out, landing near his feet. It was a lock of dark hair, tied with a faded ribbon. He picked it up slowly, his fingers brushing against it.

A strange, unexpected wave of compassion washed over him.

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