The amplified music. The incessant thrumming bass. It was coming from the apartment upstairs, a constant, throbbing pulse that vibrated through the floorboards. Clara felt her teeth grit.

She sat up in bed, a cold sweat breaking out on her skin. She had pleaded with them before. She tried to tell herself to be rational. But the sound was a physical assault.

She imagined the people upstairs, laughing, oblivious. She got out of bed and started to pace, her hands clenched. She felt a burning need to stop it. She would do whatever it took.

Emotion: alarmed

Cluster: Fear / Anxiety
PC1 (Valence): -2.07 Negative
PC2 (Disposition): -0.14

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😰0.304
😨0.272
worse0.269
😣0.261
не0.254
Suppressed:
de-0.323
enthusi-0.258
happy-0.235
delight-0.225
ية-0.217