A knot formed in David's stomach as he surveyed the stacks of carefully-labeled folders. They were all his. Handwritten essays, science projects, even the awkward sketches he'd made in art class. He’d found them tucked away in the guest room closet. He ran a hand through his hair, a wave of disquiet washing over him.

He felt a sudden pressure behind his eyes. He sat down heavily on the floor, the mundane details of his childhood life spread out around him like an unwanted confession.

He got up and began to pace the room, the silence amplified by the unsettling nature of the revelation.

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