The city noise outside his window usually faded into the background. Now, every car horn, every siren, felt like a direct assault. The rejection letter, a cold verdict, sat on his desk, its digital existence a constant presence.

He closed his eyes, remembering the hopeful anticipation that had filled him. His dreams of college, of a better life, were now shrouded in a heavy mist. The future, once so clear, was now an unreadable map.

He lay in bed, the sheets tangled around him. He felt as though every muscle in his body was frozen. He wished he could just shut everything out, but the ache of disappointment kept him wide awake.

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