Agnes stared at the television screen, her jaw slack. The "Sunshine Surprise Cake" – a recipe she'd slaved over for years, the one she’d shared only with her late grandmother – was being lauded as a revolutionary dessert. A famous chef, beaming, credited it to a "lost Parisian bakery." Her hands clenched into fists, nails digging into her palms. Agnes rose, bumping into the table and sending a cascade of teacups to the floor, shattering them. Her breath hitched. She needed air.

She rushed outside, ignoring the chill of the late afternoon. The familiar scent of woodsmoke from her neighbour's chimney did nothing to soothe the rising panic in her chest. She had poured her heart into that cake. Now, it was someone else’s success, and she was left… where?

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