It was the water cooler conversation that broke the news. A colleague, animated, mentioning something about a rumour. He pretended to be interested, asking a few noncommittal questions. But inside, his stomach was contracting.

He excused himself and retreated to his cubicle. The fluorescent lights overhead seemed to pulse with an unsettling rhythm. He felt a need to do *something*, anything, to push back against the inevitable.

He started furiously organizing files, even though the task had no actual urgency. Every little sound, the clicking of a mouse, the ringing of a phone, was a spike of anxiety. The walls seemed to be closing in.

Emotion: scared

Cluster: Fear / Anxiety
PC1 (Valence): -2.86 Negative
PC2 (Disposition): -0.84

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😣0.350
😰0.337
😖0.317
마다0.317
恐惧0.311
Suppressed:
la-0.637
de-0.605
a-0.402
"-0.351
happy-0.314