The days bled into each other, a monotonous cycle of work, dinner, and television. Sarah felt as though she was existing in a perpetual holding pattern, her dreams fading further into the distance. She wandered the halls, desperate to feel something, anything, besides this crushing apathy. The house, with its polished wood floors and pristine white walls, seemed to amplify her isolation.

Driven by a restless energy, she began exploring the attic, a space she'd avoided since moving in. The air was thick with the scent of mothballs and decay. She tripped over something, catching herself on a dusty trunk. As she righted herself, she noticed a faint outline on the wall behind the trunk, a difference in the aged wallpaper. Pushing against it, she found a concealed door, its presence a shock.

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