The coffee cup trembled in Maria's hand, sloshing dark liquid onto the pristine white blouse she'd carefully chosen that morning. The spilled coffee felt like a physical manifestation of her inner turmoil. She stared at the figures on her screen, the stark contrast between her own compensation and the newbie, Liam’s.

A chill ran down her spine, a prickling sensation that made her skin crawl. She dropped the cup, the ceramic shattering on the linoleum floor.

“Oh, damn it!” she exclaimed, her voice sounding strained, brittle. She bent to gather the shards, her hands shaking, her mind racing, a whirlwind of resentment and disbelief.

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