He slammed the shovel into the earth, the metallic clang echoing in the otherwise quiet cemetery. The air was heavy with the scent of damp soil and decaying leaves, and a chill had settled in his bones. The metal box, gleaming faintly in the dim light, felt absurdly out of place, a puzzle he hadn't asked for. He didn’t remember burying it. He pried it open and found a baseball, signed with a name he didn't recognise. He threw the baseball as far as he could, then returned to filling the hole, his movements abrupt and forceful.

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