Clara saw it on the campus bulletin board, a handwritten notice, hastily taped to the surface. Her breath hitched, and she instinctively reached for the closest support, the cold, smooth brick of the building. She felt a strange tingling in her extremities, like pins and needles.

The bustling courtyard, usually filled with laughter and chatter, suddenly seemed eerily silent. Her stomach churned, and she had to swallow repeatedly to keep down the rising bile. She closed her eyes, trying to block out the reality of the situation, the sudden, sharp plunge into uncertainty. She felt a deep, profound sense of being adrift.

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
😖0.294
느껴0.294
Suppressed:
de-0.630
la-0.616
a-0.347
"-0.345
happy-0.294