The caterer's call was a mistake. "So looking forward to your speech, darling!" the effusive woman had chirped. Now, the memory of her words echoed in Chloe’s mind, each syllable a tiny hammer blow. The pressure in her chest was so intense she felt she couldn’t breathe.

She avoided looking at her reflection. She knew the eyes would be wild, the face pale. The thought of being the center of attention, even for a few minutes, was a torment she couldn't fully comprehend.

She busied herself with rearranging the furniture, anything to distract herself. Every tick of the clock was a reminder of the inevitable.

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