The clipboard shook in Maya’s hand. She stared at the list, the names blurring under her gaze. Her stomach churned, a cold knot tightening with each passing second. The gymnasium felt cavernous, the echoing cheers of the selected team members a distant, mocking soundtrack to her despair. Her breath hitched, shallow and rapid, as she reread her name, or rather, the lack of it, on the Varsity roster. Her legs felt like jelly. She gripped the edge of the bleachers, knuckles white, the rough wood a small comfort against the sudden, overwhelming emptiness.

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