The ocean breeze whipped at her hair as she stood on the pier. She'd always envied Emily’s seemingly effortless success. Emily, who had claimed to be a renowned novelist. Seeing her at the library made everything different.

The vast expanse of the sea, once a symbol of freedom, now felt like a boundless prison. Her breath caught in her throat. She clenched her fists, trying to contain the sudden, overwhelming emotion that threatened to consume her.

The familiar world felt subtly changed, the colors washed out. She looked out at the churning water and felt herself sinking, weighed down by this new truth. She had no energy left.

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