The musty scent of the storage unit enveloped Daniel as he searched for his father’s old fishing gear. He'd been expecting the usual – tackle boxes, maybe a rusty rod or two. Instead, he found a neatly sealed envelope. The postmark read 1991. The contents, a letter, addressed to “The Board of Directors.”

Daniel’s fingers fumbled with the clasp. The letter was short and curt: a resignation, citing “a breach of trust.” He slumped against a stack of boxes, a wave of sickness hitting him. He thought he knew his father. He had been so wrong.

He felt a chill, despite the summer heat. His mind raced, imagining all the things he hadn't known, the secrets that had been hidden. His throat felt tight, and he struggled to swallow.

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