“Oh, shoot,” Margaret breathed, her voice barely audible. The impact of the tree falling had sent a shockwave through the ground. She was reading on her patio when it happened.

She watched the scene unfold with a detached sense of horror. The massive sycamore was now blocking Mr. and Mrs. Peterson's back door. Her breath came in shallow, rapid pants.

Margaret instinctively clutched at her chest. She had a feeling she was going to have to make a phone call, and that prospect filled her with unease.

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