The email arrived, another demand. This time, from the HOA. Her neighbor, Mr. Harrison, had complained about her 'underutilized' lawn. "Perfect for a community garden," the email suggested, laced with thinly veiled pressure.

She reread the words, the phrases like accusations. Her chest constricted. She pushed her chair back from her desk, the squeak of the wheels a jarring sound in the quiet room. Her breath hitched. The walls of her home, once a sanctuary, now seemed to press in on her, suffocating her.

She walked to the window and stared out at her lawn, a vast expanse of green. A prisoner in her own land.

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