His new office was a sterile cube, the fluorescent lights buzzing overhead like angry insects. Mark swallowed, the dryness in his throat a tangible thing. This new assignment, Marketing, was a world away from the IT department’s comfortable chaos. He missed the low thrum of the servers, the familiar smell of coffee and ozone.

He’d always been a man of code, of logic. Now, he was expected to… sell things. The very idea made his stomach clench. He ran a hand through his hair, the gesture automatic, seeking some kind of reassurance. He felt lost, adrift in a sea of unknown expectations.

“So,” a woman with overly bright lipstick said, her voice a little too loud, “we’re going to be talking about brand synergy today.” Mark just stared at her, frozen.

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:
😣0.324
😰0.323
worse0.301
😖0.294
느껴0.294
Suppressed:
de-0.630
la-0.616
a-0.347
"-0.345
happy-0.294