The surveyor's tape, a thin red line, defined the boundaries of loss. She traced its path with her finger, her hand trembling. The sun beat down on her, the heat a physical manifestation of her mounting panic.

She kept clearing her throat, trying to dislodge the obstruction that had formed there. Every muscle in her body was taut, coiled like a spring ready to unleash.

She saw the foreman talking to his crew, pointing, gesturing. The first blow was coming. She knew it.

She felt a sharp pain in her chest, a phantom limb of her heart. The house, her home, was about to be taken away. She was unable to stop it.

Emotion: terrified

Cluster: Fear / Anxiety
PC1 (Valence): -2.97 Negative
PC2 (Disposition): -0.62

Role in Research

This story is one of 1,000 stories generated for the emotion terrified. 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 terrified stories, after denoising with neutral dialogue baselines, produces the terrified emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the terrified vector is projected through the unembedding matrix.

Promoted:
😣0.357
worse0.350
无法0.334
😰0.333
sickening0.322
Suppressed:
la-0.676
a-0.392
de-0.371
"-0.344
happy-0.309