The discovery was a violation. The novel, written by her partner, Michael, depicted their life, their secrets, their unspoken desires, with a chilling accuracy. It was a prison crafted from ink and paper.

She walked through the house, each room resonating with a sense of unease. Their bedroom, once a sanctuary, felt haunted. She found herself staring out the window, at the world outside, where she felt she might be able to breathe freely.

She started to feel a constant pressure, a weight pressing down on her shoulders. Her thoughts raced, a whirlwind of anxiety.

β€œHey, what are you doing?” Michael's voice, usually a comfort, now felt like a shackle. She turned, unable to meet his gaze.

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