The sleek, silver envelope lay on the doormat, glinting in the late afternoon sun. Mark hesitated at the door, a sudden tightness in his chest. He knew what it was. He *knew.* His high school reunion. Twenty years.

He picked it up gingerly, like it might bite. He could practically feel the weight of expectation pressing down on him. He brought it inside, leaving the door unlocked. He felt a sharp pang of anxiety.

He moved slowly, almost mechanically. He had to prepare. He had to be ready. He moved to the kitchen and made himself a cup of tea. He didn't want the tea. He didn't want any of this.

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