Sarah’s fingers trembled as she pulled another brittle sheet from the cardboard box. Her mother’s attic was a suffocating space, air thick with dust and the ghosts of forgotten things. The assignment, a crudely drawn map of the solar system, mocked her. She’d been eight. Now, at thirty-two, she was staring at the clumsy lines, the childish handwriting, and felt a cold knot tighten in her chest. She needed to escape, to breathe, to go anywhere but here. She slammed the box lid shut.

The sun, a fiery eye, beat down on her as she walked to the old swing set in the back yard. Her hands, when placed on the chains, were the only cool place. She began to pump, higher and higher, the wind whipping through her hair, the rhythmic squeak a desperate counterpoint to the silence inside. Each ascent was a futile attempt to leave behind the suffocating weight of her mother’s boundless memories.

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