The light in the garage flickered, casting long, dancing shadows. Olivia surveyed the scene: a stack of boxes, each bearing the familiar, looping script of her mother’s handwriting. A cold knot formed in her stomach. She should have expected this.

Inside, she found every single assignment she'd ever done. The sheer accumulation of it was overwhelming. She pulled out a drawing of a cat, its crude lines sending shivers down her spine. The paper felt clammy in her hand.

She felt a sudden urge to flee, to escape the suffocating weight of all this…detail. The air grew thin, making it difficult to breathe. She quickly shut the box and backed out of the garage, the door closing with a dull thud behind her.

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