The afternoon sun, relentless and unforgiving, baked the patio stones. The aroma of freshly cut grass, usually a comforting scent, now felt cloying. Her neighbor, a young woman named Emily, with a relentless optimism, stood at the fence, offering a proposal. "I just thought, some herbs would brighten things up! Share the bounty, you know?"

She swallowed hard, the muscles in her neck aching. She was supposed to be relaxing, enjoying the peace of the afternoon. Instead, she felt a tightness in her chest, a sense of being hemmed in, a world she couldn't escape. "I... I have other plans," she said, her voice flat.

Inside, she stood in the center of the living room. The silence was deafening, the space around her empty and vast. The walls seemed to move inwards, compressing the air around her.

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