The old film reel flickered on the screen. Clara and Daniel sat side-by-side, watching a home movie of their childhood. It was a happy occasion.

"Remember that time?" Daniel said, pointing at the screen.

Clara felt a wave of cold wash over her. It was supposed to be a joyous moment. She remembered the camera, the smiles, the charade. She remembered the stifling heat, the forced laughter, and a profound sense of isolation.

Daniel was chuckling, recalling their shared happiness. He loved the memory. She felt that the film was a record of something very different.

She stood up abruptly, making an excuse about needing to use the bathroom. The living room suddenly felt tight. She needed space.

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