He watched the new recruit, Jessica, follow his movements. The younger woman's presence in his domain generated a disquiet he couldn't name. He’d dedicated ten years of his life to this job, the intricate details of the manufacturing process were etched in his memory. Now, it was being transferred to someone else.

His palms were damp as he showed her the calibration of the machines. The rhythmic clack of the machinery felt amplified, each sound a reminder of his own impending redundancy. He felt a rising pressure in his head, a kind of internal protest.

He found himself subtly emphasizing his expertise, pointing out the subtle cues of the machines. His tone was sharp when he corrected Jessica's mistakes. He didn't want to make her look bad, but he also didn’t want to look dispensable. He felt like a dwindling flame, desperate to maintain its glow.

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