The relentless sawing grated on Arthur’s nerves, a metallic screech that clawed at his already frayed temper. He scowled at the offending property, a house that was now a hive of activity. He’d tried to paint this morning, but couldn't focus. He found it was impossible to concentrate with the noise.

He stood by the window, feeling his shoulders slump. He felt trapped. He thought about the letter he hadn't yet mailed, the unfinished project on his desk. Everything seemed to demand his attention, yet every effort felt futile.

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