The ringing phone was a jolt. Amelia flinched, answering it with a forced cheerfulness. “Yes, hello, yes, I’ll… I’ll be right there.” Her smile felt stiff, brittle. Her neighbor, Mrs. Gable, a woman with a penchant for complaining, wanted her help with a leaky faucet.

Amelia’s apartment door slammed shut behind her, the noise echoing in the narrow hallway. She felt a wave of nausea wash over her. It wasn't the plumbing; it was the expectation, the constant demands that bound her.

She pushed open Mrs. Gable's door. The small house seemed even smaller than her own, cluttered and oppressive. She walked to the sink, the drip of the water a slow, steady drumbeat. Fixing the faucet would be a relief, but fixing the situation felt impossible.

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