He’d sat on the porch step, fiddling with the frayed edge of a poster, his heart rate spiking. The letter had arrived earlier, a stark white rectangle amidst the usual bills and flyers. Now, reading the words again, a tremor ran through his hands, making the poster tremble. The summer heat pressed down, yet a chill snaked up his spine.

β€œNo… no, no,” he muttered, the denial a shaky whisper. His world contracted, the familiar landscape of his neighborhood suddenly alien and threatening. His future, so meticulously planned, dissolved like sugar in water. He bit down on his lip, tasting blood.

Emotion: frightened

Cluster: Fear / Anxiety
PC1 (Valence): -2.74 Negative
PC2 (Disposition): -0.67

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😣0.324
😰0.323
worse0.301
πŸ˜–0.294
느껴0.294
Suppressed:
de-0.630
la-0.616
a-0.347
"-0.345
happy-0.294