She dragged the old wooden ladder into the hallway, the familiar creak of the steps grating on her ears. The house felt empty, too quiet, just like the space inside her chest. The thought of this, the chore, had sat heavily on her, a weight she’d been carrying for weeks.

She climbed, each rung a tiny effort. Up in the attic, the air was stale, the smell of forgotten things clinging to her. She spied a trunk pushed into a corner.

She pried the lid open. Inside, a collection of old letters, tied with faded ribbons. She didn’t want to read them. She just wanted to leave. She was tired of everything.

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