The squealing of tires and a slam followed by a yelp. Mr. Harrison's pug, Winston, had once again escaped and was now barking at her ankles. Clara's mouth opened in a silent "oh." The sound of the gate always made her jump.

She was in the middle of a phone call. She'd been working hard all morning, trying to finish an important presentation. The interruption, the potential chaos, the need to stop everything, made her temples throb.

She felt a wave of annoyance, then resignation. She closed her eyes, took a deep breath, and set the phone down with a thud. Dealing with Winston was going to take longer than she'd hoped.

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