The electronic screams from the video game next door were grating on her nerves. Each "pew pew" and "boom" was a stab to the eardrums. She pressed her hands against her ears, hoping to shut out the relentless noise. Her head throbbed, a dull ache that intensified with every digital explosion.

The doorbell chimed, a shrill, unwelcome sound. She hesitated, paralyzed by a sudden, intense fear. She took a deep breath, steeling herself, and opened the door. Her neighbor, Mr. Chen, was standing there, his expression grim. "The volume," he said, his voice clipped and precise. "It is excessive. We can't concentrate."

Her cheeks burned. She wanted to scream, to lash out, but all she could manage was a weak, "I'm sorry." The pressure in her chest intensified. The world narrowed to just the two of them, and Mr. Chenโ€™s disapproving gaze felt like a judgement. She wanted to disappear.

Emotion: horrified

Cluster: Fear / Anxiety
PC1 (Valence): -2.63 Negative
PC2 (Disposition): -0.17

Role in Research

This story is one of 1,000 stories generated for the emotion horrified. 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 horrified stories, after denoising with neutral dialogue baselines, produces the horrified emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the horrified vector is projected through the unembedding matrix.

Promoted:
๐Ÿ˜ฐ0.336
sickening0.324
worse0.314
๐Ÿ˜ฃ0.307
๐Ÿ˜–0.296
Suppressed:
la-0.444
B-0.295
enjoyed-0.260
optim-0.246
happy-0.244