The tremor in her hands made it difficult to hold the phone. She had the number for the noise complaint line dialed, but her finger hovered over the call button. The clamor next door was a constant assault, a physical weight pressing down on her chest.

She imagined them, oblivious, ripping apart the structure that separated them. The thought made her stomach twist. The house felt like it was closing in around her, the walls shrinking. She took a deep breath, trying to calm her racing pulse.

She'd started leaving the television on all day, the volume cranked up, hoping to drown out the noise. It wasn't working. The sounds of destruction still echoed in her bones. The phone slipped from her grasp and clattered to the floor. She slowly picked it up, replaced it on the table and sat in silence, staring at the wall.

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