Rain lashed against the windows, mimicking the storm inside Amelia. She slumped in the armchair, the book clutched in her hand feeling heavy as lead. A biography. Hers. Published without her consent. It was a betrayal, a violation. She traced a finger over the cover, the glossy picture of her smiling felt like a cruel joke.

Amelia threw the book across the room, it landed with a thud against the wall. She rose, kicking at the rug, the action a release for the tightness in her chest. She wanted to scream, to smash something, anything to alleviate the pressure building within her. The world felt wrong, distorted, like a funhouse mirror reflecting a stranger.

She picked up the phone, dialing her best friend's number. "It's me," she rasped, her voice tight and unfamiliar. "Can you come over?" The unspoken plea hung in the air, a silent acknowledgment of the wreckage within.

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