The insistent hammering on the door, followed by Mr. Evans' jovial announcement about a community garden, caused a sickening lurch in Julia’s gut. She felt a wave of dizziness wash over her.

She pictured the children, the noise, the potential for unwanted intrusion. Her meticulously planned life was at risk. Her tranquil world felt threatened.

Her vision swam. She mumbled something about not being the right person, the words sounding hollow and pathetic. She forced a smile. As Mr. Evans spoke, the world around her began to shrink, the walls seeming to close in.

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