The email notification pinged, and Maya’s breath caught in her throat. Her eyes darted over the subject line: “New Cookbook Release!” She clicked on it, her fingers clumsy on the mouse. Inside, a familiar photograph of her grandmother's famous apple pie, now called "Autumn's Embrace" by the renowned food blogger, Emily Carter.

A wave of nausea washed over her. She gripped the edge of her desk, her knuckles white. She'd shared the recipe on a private forum, trusting the other members. Betrayal gnawed at her. She felt like a part of her was ripped off, right there, under the fluorescent lights of her office.

Her head throbbed. She’d spent her life defending this recipe from anyone who thought it was a simple pie. Now, it was being sold, commodified. The audacity, the gall, the betrayal...

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