He gripped the steering wheel so hard his knuckles were white. The drive felt longer than usual. The antique rocking horse, his sister's childhood favorite, now sat forlornly in the garage, covered with a dust sheet.

"We need the money," his sister had said, her voice flat. "It's just a thing, after all." The words echoed in his head, each syllable a tiny hammer blow.

His vision blurred, and he pulled over to the side of the road, fighting back an urge to simply get out of the car. The world spun. He could almost hear the creak of the horse, the happy laughter of his sister.

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