I felt utterly empty. The new house, once a source of excitement, now felt like a gilded cage, filled with silent rooms and echoing halls. Each day was a repeat, a meaningless performance of an life I did not want. I needed release. I needed to escape.

I was in the guest bathroom, meticulously cleaning the grout, a task that usually provided comfort but instead felt pointless today. Behind the mirror, I noticed a hairline crack in the wall, a subtle imperfection that seemed to beg for exploration. I pressed on it, and the mirror swung inward, revealing a small, dark room.

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