Rain lashed against the car window, mirroring the tempest inside Amelia. The radio, playing a cheerful pop song, was a cruel joke. She switched it off, plunging the interior into a silence that was almost worse. She gripped the steering wheel, knuckles white, as she stared at the familiar street.

The house, her childhood home, was obscured by the downpour. Even the rain seemed to be mourning. She remembered the day she learned her parents had decided to sell it, and she'd stomped off to her bedroom, slamming the door.

A coldness radiated from the leather seat, chilling her to the bone. Every fiber of her being resisted the urge to get out, to walk towards the place that held a lifetime’s worth of laughter, tears, and secrets. She felt a weight pressing down on her chest, a suffocating burden of the inevitable.

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