“Honey, are you alright? You haven’t said anything for a while.” Michael’s wife, Sarah, had found an old letter from his father tucked in a box of old books, and had brought it downstairs to him. Michael stared at it, the words blurring before his eyes. Resignation. His father’s resignation from the family business, the business Michael now ran.

He had always felt a sense of…obligation. A duty to continue the legacy. To fulfil his father’s dream. The constant pressure of expectations. He glanced around the pristine living room, the furniture his mother had painstakingly chosen, the life they had built together. He felt the need to get out, he needed to start again.

He crumpled the letter in his fist, the paper crinkling like a broken promise. “Yes,” he said, his voice a strained whisper, “I’m fine.”

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