Sarah's breath hitched as Liam casually mentioned the possibility of a ferret. A ferret! She clenched her jaw, the muscles in her face rigid. The cozy, meticulously organized apartment felt suddenly too small, the air thick with an unspoken pressure. She glanced around, cataloging the breakable objects, the white carpeting, the sheer chaos a ferret could unleash.

“A ferret?” she echoed, her voice thin, almost a squeak. Her eyes darted around the room, taking in every potential source of disaster. She fought the urge to bolt, to escape the suffocating weight of this new, terrifying idea. Her fingers tightened into fists.

She needed a plan, a strategy. This couldn't happen.

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