He arrived early, as always, but today the silence of the office felt oppressive. Mark's chest tightened as he reread the HR memo. "Assist with the transition." It felt less like an instruction, and more like a pronouncement of doom. He could almost feel the axe descending.

He paced his small cubicle, the confined space suddenly feeling claustrophobic. The fluorescent lights overhead seemed to hum with a malevolent energy. He clasped his hands, the knuckles turning white. He thought of his mortgage, his daughter's college fund, the life he had built.

When David, the replacement, arrived, Markโ€™s throat constricted. He managed a strained greeting, his voice hoarse. He pointed at the computer screen, the cursor trembling. Explaining the arcane system felt akin to giving away the keys to his kingdom. He watched David's face, searching for any sign of judgment or, worse, pity.

Emotion: frightened

Cluster: Fear / Anxiety
PC1 (Valence): -2.74 Negative
PC2 (Disposition): -0.67

Role in Research

This story is one of 1,000 stories generated for the emotion frightened. 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 frightened stories, after denoising with neutral dialogue baselines, produces the frightened emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the frightened vector is projected through the unembedding matrix.

Promoted:
๐Ÿ˜ฃ0.324
๐Ÿ˜ฐ0.323
worse0.301
๐Ÿ˜–0.294
๋А๊ปด0.294
Suppressed:
de-0.630
la-0.616
a-0.347
"-0.345
happy-0.294