The weight in Owen's chest was a physical thing, a heavy stone that followed him around the house. He wandered from room to room, the pristine condition of the place serving only to highlight his own sense of unease. He'd envisioned a fresh start, a new beginning. But all he felt was an oppressive sense of emptiness.

He stood in the kitchen, staring at the perfectly organized pantry. The sight made him want to scream. He wanted something, anything, to break the monotony, to shatter the suffocating silence.

He leaned against a wall, absentmindedly. He felt something shift beneath his touch. A panel in the wall moved, revealing a secret room.

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