"Another round?" The bartender asked, his voice barely audible over the din of the pub. Marcus just shook his head. He'd been nursing the same pint for over an hour, the foam long gone. His self-made, automated brewing system, the culmination of years of tinkering and late nights, was now a profitable product for someone else.

He stared into the amber liquid, the familiar hops flavor now tasting like ash. He felt a deep, profound weariness. The laughter and chatter around him seemed to mock his failure. He was trapped in a vortex, and there was no way out. He let his gaze drift to the flickering television screen.

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