The flashing neon sign of the pawn shop cast an erratic glow on the cracked pavement. Sarah hated this street, hated the feeling it gave her: a sense of impending doom. She stared at the window, the rows of watches and bracelets a dull, depressing testament to wasted lives.

Her husband was gone. Her bills were piling up. Her children were looking to her for answers she didn’t have. She felt a knot tighten in her stomach, a feeling she couldn't outrun.

Then she saw it. Her grandmother's ring. A simple gold band with a single, unadorned sapphire. She knew it instantly. She'd recognize it anywhere.

She entered the shop, the bell above the door chiming like a death knell. The ring felt hot in her hand, burning against her skin. She heard the shopkeeper's voice, a drone she barely registered. She made a decision.

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