Rain slicked the driveway. Amelia grunted, wrenching the door handle. The car wasn't there. Just an empty space where her ancient, dented hatchback usually resided. She kicked a stray pebble across the wet concrete. A bitter taste coated her tongue, like stale coffee.

She slammed the front door of her house, the sound echoing in the sudden quiet. The note on the lawn was accusing, demanding. Impound lot. Towing company. She crumpled it in her fist, then tossed it into the nearest overflowing trash can.

Amelia’s shoulders slumped. She wanted to scream. Instead, she took a shaky breath, then went back inside to make a lukewarm cup of instant coffee. The day had barely begun, and it already felt like a chore.

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