The vibrant colors of the Hindu temple, usually a feast for the eyes, appeared dull and muted to Emily. Her brother, Michael, had decided to embrace Hinduism. She stood back, watching him chat with a smiling priest.

She stayed at the periphery, nursing a glass of water, the cold liquid not touching her inner heat. The cheerful music and the sweet smell of incense did nothing to ease the tightness in her chest.

He seemed genuinely happy, a fact that both irritated and saddened her. She felt displaced, adrift. The world felt suddenly unfamiliar, and her usual optimism had shriveled.

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