The phone vibrated in Emily's hand, a persistent buzzing that she ignored. She stood a distance away from the construction site, watching the house slowly crumble. She felt a hollow ache in her chest, a physical manifestation of the loss she was experiencing.

She thought of her late brother, his laughter echoing through the hallways. She remembered the way he made her feel seen and safe. Her family was gone now, scattered to the winds. The thought stung.

She had refused to talk to her mother. The decision to sell had broken her. The dust, swirling in the air, stung her eyes, and she blinked rapidly, willing the tears not to fall. The world around her seemed to be closing in.

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