He woke with a jolt, the image of the television screen burned into his eyelids. "Chef Antoine's Lavender Lemonade," they called it. The same recipe, the same instructions, the same subtle lavender perfume that had come to him in a dream. It was his grandmother's, a legacy he was supposed to cherish.

He sat up in bed, his heart pounding in his chest. His hands shook as he reached for his phone. He had to say something, do something. He paced the room, his bare feet slapping against the wooden floor. The injustice of it weighed heavily, like a physical weight upon his shoulders.

He felt a rage that threatened to bubble over. He found himself dialing the number for the TV station, his finger hovering over the send button. His grandmother's memory, his heritage, his entire identity, felt threatened.

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