"Impossible," Emily whispered, her voice barely audible. She'd just finished a grueling pottery class, her hands still stained with clay. The email notification popped up on her phone, and she instinctively recoiled, as if the screen held a venomous snake. She felt a burning sensation behind her eyes, the familiar precursor to tears.

Her ceramics studio, a haven of creative energy, suddenly seemed hostile. The unfinished pots, the scent of damp earth, the dusty sunlight filtering through the windows – everything felt wrong, out of place. She gripped the edge of a pottery wheel, her knuckles turning white, her body trembling with a sudden, uncontrollable shiver. The world around her seemed to tilt and spin.

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