The old farmhouse felt different, colder somehow. My grandmother sat at the kitchen table, her eyes distant, her hands clasped tightly. The antique piano, the source of so many family sing-alongs, stood silent in the corner.

"The piano needs tuning," she said, her voice barely a whisper. "And… well, it's quite valuable." I was unable to meet her eyes.

A feeling of profound loss welled up inside me. The very air seemed to thicken with unspoken grief. I thought of the music, the laughter, the shared moments now threatened, and the world seemed to tilt.

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