It was a casual comment from her boss during their weekly check-in. A throwaway line about potential changes. The words hung in the air, heavy and ominous. She found it hard to breathe.

She mumbled a reply, trying to maintain a professional demeanor, but her voice cracked. She gripped her pen so tightly that her knuckles went white. Her mind kept jumping.

After the meeting, she felt a strong compulsion to cry, but she couldn't. The tears were trapped, a burning pressure behind her eyes. Everything felt out of alignment.

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