The house felt like a cage. Ava sat on the floor of the living room, arms wrapped around her knees. She did not want to unpack, or decorate, or make this place her home. She just wanted to be somewhere else. Anywhere else.

She stared out the window, watching the leaves fall from the trees, each one a symbol of a lost season. The world seemed to be moving on without her.

She eventually went to the garage, hoping for some distraction. She walked to the back, to a small workshop area. She leaned against a dusty workbench, her fingers tracing the surface. A loose drawer gave way, revealing a hidden space behind it.

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