The news hit Emily like a physical blow. She was in the middle of a pottery class, her hands covered in clay, when a classmate showed her the email. The world seemed to shrink around her. She was a potter, not a job-seeker. The weight of her circumstances settled on her.

Her hands froze over the spinning wheel. The clay, usually malleable and yielding, felt cold and resistant. She stared at it, a lump of potential, now ruined by the news.

She abruptly left the class, her unfinished pot abandoned. She stumbled outside, the vibrant colors of the fall foliage fading to gray. Each gust of wind felt like a forceful shove. The sky seemed to press down on her.

Emotion: trapped

Cluster: Sadness / Despair
PC1 (Valence): -3.02 Negative
PC2 (Disposition): -0.80

Role in Research

This story is one of 1,000 stories generated for the emotion trapped. 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 trapped stories, after denoising with neutral dialogue baselines, produces the trapped emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the trapped vector is projected through the unembedding matrix.

Promoted:
S0.573
ness0.401
无法0.366
hopeless0.360
😞0.353
Suppressed:
la-0.740
de-0.376
l-0.339
several-0.323
excitedly-0.322