The email arrived at 2:17 AM. Sarah stared at the flickering screen, the words “Urgent Announcement Regarding University Operations” swimming before her eyes. She hadn’t slept well in weeks, the pressure of finals gnawing at her. Now this. A cold knot twisted in her stomach, making her breath catch in her throat. She ran a hand through her tangled hair, her fingers snagging on a stray bobby pin. This couldn’t be happening. Not now.

Her dorm room suddenly felt impossibly small, the familiar posters of bands she loved mocking her with their vibrancy. The silence of the night was amplified, broken only by the frantic thumping of her own heart against her ribs. She felt a desperate need for air, for space to breathe. Grabbing her worn leather jacket, she stumbled out the door, the chill of the hallway doing little to soothe the sudden, overwhelming unease.

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