She sat frozen in her chair, the printed copy of the journal clutched in her trembling hands. The words blurred before her eyes, the familiar sentences now alien and mocking. It felt like a betrayal, a brutal act of theft. She tasted bile at the back of her throat, a sickening reminder of the injustice.

A cold sweat slicked her skin. The temperature in the office had plummeted, though the air conditioning was functioning normally. She could feel every muscle in her body tense and coil. Her jaw ached from clenching. She wished she could disappear, become invisible, just to escape the immediate, crushing shame.

She looked around the room, each object a potential threat. Her colleagues seemed oblivious, chatting and laughing. Did they know? Could they see the truth of what had been done? Her breath caught in her throat, a silent scream building inside.

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