He’d always been a storyteller, Thomas. Always filling his notebooks with observations, weaving fantastical tales. But this… this felt different. It was a thinly veiled biography, and she, Eliza, was the main character, renamed and reimagined but undeniably present. The words, so artfully constructed, felt like carefully placed bricks, building a wall around her.

She found herself wandering the house, touching objects, the worn wood of the antique dresser, the smooth glass of the photo frames, as if seeking an anchor. The photographs smiled back at her, a cheerful facade that amplified her unease.

The dining room table, usually bustling with shared meals and laughter, stood empty. She felt a profound sense of isolation, a weight pressing down on her shoulders. The air, normally filled with the easy rhythm of their life together, felt thick and still.

"Eliza, are you working on that pottery project still?" Thomas asked, his voice ringing through the house. She went through the motions of a reply, but the words felt like they were getting stuck in her throat.

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