The dogs, usually boisterous, had suddenly quieted, their heads cocked towards the backyard. Sarah followed their gaze and saw it – a gigantic, chaotic mess of branches and leaves. Mr. Miller’s birch tree had come down.

Sarah felt a tightening in her chest, a prickling sensation traveling up her spine. The tree was resting precariously close to her gazebo. She took a step backwards, a primal instinct to flee kicking in.

She could hear her own rapid breathing. The thought of having to deal with the aftermath, the potential cost, the disruption to her otherwise peaceful weekend, made her shudder.

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