"Oh, no," mumbled Evelyn, her voice barely audible. Her hands flew to her mouth as she saw the familiar sight of the dachshund wiggling under the loose section of the fence. Her blood seemed to run cold. He was going after the chickens again.

She ran out the back door, the screen door slamming behind her. The chickens were her pride and joy. She'd raised them from tiny chicks, hand-feeding them and giving them names. Now, they were in mortal danger. She had to get there before it was too late.

"Go away, you little…!" she began, but stopped herself. There was no point in swearing. She had to act fast, before the little dog could start his chase. She waved her arms, hoping to scare him.

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