Dust motes danced in the lone ray of sunlight slicing through the attic window. Amelia coughed, the air thick with the scent of forgotten things. She sifted through a trunk crammed with brittle photographs, a task her mother had assigned, a task she couldn't refuse. Her mother always said, "We must remember." But remembering felt like a chain, binding her to a history she didn't fully understand.

A sepia-toned image caught her eye. It showed her grandmother, a woman she’d always been told was shy and retiring, laughing hysterically, mid-leap in a flapper dress, arm in arm with a man who was definitely not her grandfather. Amelia’s chest tightened. She traced the photograph’s edges, the paper thin and fragile beneath her fingertips.

"You wouldn't believe it," she muttered, the words escaping her before she could stop them. This unexpected truth, like the attic itself, felt oppressive. Every day felt the same, a cycle she could not seem to break free from.

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