"The accolades were wonderful, weren't they, darling?" Her husband beamed, reading aloud from the online publication. His eyes sparkled with pride. Amelia forced a smile, the words catching in her throat, feeling like shards of glass.

The congratulatory phone calls, the congratulatory emails, each a fresh layer of suffocating praise. Amelia moved through the day like a ghost, her limbs heavy. She found herself retreating into the furthest reaches of their home, seeking space that didn't exist.

Later, she sat in her car, the engine running, the lights of the city blurring through the rain-streaked windshield. The road ahead was clear, endless. She remained still, however, paralyzed.

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