She stared, unblinking, at the magazine spread. “Chef Bella’s Balsamic Glaze.” Her recipe. The one she’d painstakingly developed for her small catering business. The one she’d shared with her former business partner.

A bitter taste filled her mouth. She dropped the magazine, the slick pages scattering across her coffee table. Her chest tightened, and she felt a pressure building behind her eyes. Betrayal, pure and simple, swirled through her.

She rose and began pacing. Her hands flew to her hair, pulling at the strands. This was a nightmare. This couldn't be happening. But there it was, in glossy color, her creation.

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