The news broke at the dinner table. Her father, brimming with pride, lauded the piece as the latest success of his protégé. For Evelyn, the words were knives. She sat in silence, the air thick with unspoken truths.

The next morning, the silence of her own home was oppressive. The walls seemed to breathe in on her, the familiar furniture mocking her with their permanence. Each object was a reminder of the life she could not control, the future denied.

She spent the day in a haze of internal turmoil. The apartment windows were open, yet the fresh air provided no relief. She wandered from room to room, touching the walls and then finding herself back at the front door, hesitating.

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