The email arrived at 3:17 PM, a stark white rectangle against the perpetual grey of her laptop screen. Professor Davies was departing. His replacement, they said, would be announced in the coming months. A tremor ran through Amelia, a silent earthquake in her chest. She reread the words, the casual language of institutional bureaucracy, and felt a coldness creep into her fingers. She slammed her laptop shut, the sound echoing unnaturally loud in her small, cluttered apartment. She stood, pacing the worn rug, the threads snagging on her worn slippers. Outside, the rain hammered against the windows, a relentless rhythm mirroring the pounding in her head.

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