The vibrant, cluttered studio space, usually a source of inspiration, felt suffocating. Amelia stared at her half-finished painting, a riot of color that now seemed hollow and meaningless. The scholarship had been the key to buying better paints, the chance to finally dedicate herself to her art.

She swept a hand across the canvas, smearing the colors. Frustration gnawed at her, a bitter taste in her mouth. She couldn't focus, the certainty of her future gone.

The phone rang, the shrill sound making her jump. She let it go to voicemail.

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