The afternoon sun streamed through the classroom window, illuminating the dust motes dancing in the air. Mr. Henderson felt a familiar sense of disquiet, a feeling of being hemmed in by the four walls and the expectations of everyone around him. He shifted in his chair, trying to alleviate the discomfort.

A package arrived in the mail, containing a set of professional art supplies – paints, brushes, and a canvas. It was from Emily, a former art student who had struggled with self-doubt. The note read, "Remember your passion."

He looked at the canvas. The blank expanse represented a world of possibilities, a world he was no longer sure he had access to. A weight pressed down on him, and he knew he could not leave this place.

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