The aroma of freshly baked bread from the bakery down the street, usually a source of pleasure, only amplified Maria's irritation. The fence. The audacity of it. The lack of consideration from her neighbor, George. She slammed the kitchen cabinet shut, the sound echoing in the otherwise quiet house.

She stared out the window, at the spot where the fence would stand. Her jaw tightened, her hands clenching into fists. It was as if someone was deliberately trying to ruin her day, to trample on her small joys.

She felt a hollowness in her chest, a feeling of being unfairly treated. She wanted to scream, to lash out, but she knew it wouldn't change anything. She walked away from the window, finding a refuge in the emptiness of the next 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