She stared at the email, the words blurring on the screen. “Conversion to Condominiums.” Her jaw clenched. The thought of losing her rent-controlled apartment, her sanctuary, sent a sharp wave of nausea through her.

The coffee she’d made earlier sat cold in its mug, untouched on the counter. She’d been planning to meet Sarah for brunch, but the thought of forced cheer and the constant, bright sunlight felt completely unbearable. She texted Sarah, cancelling with a curt, “Something came up.”

She walked to the window, watching the rain streak down the glass, blurring the already hazy cityscape. She could feel a headache beginning to bloom behind her eyes, the familiar precursor to a full-blown migraine. She ran a hand through her hair, a useless gesture of frustration.

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