The coffee cup slipped from his grasp, shattering on the tile floor. A sharp, stinging pain ran through his hand. He didn’t even notice the cut. He was too consumed with the document, “The Serpent’s Kiss.” He'd opened it expecting a new video game or something. Instead, he found a brutal, unflinching portrayal of their relationship, casting him as a vulnerable dupe.

He felt a churning in his gut, a rising wave of… disquiet. He stared at the mess on the floor, the shards of ceramic mirroring the fractured image of his life. He began to breathe heavily, each breath shallow and quick. He needed to get out. He needed to leave, right now.

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