The interview panel's faces were a blur. Sarah tried to maintain eye contact, but her gaze kept darting around the room, taking in every detail of the sterile conference room. Her carefully rehearsed answers felt hollow, devoid of conviction.

Her throat felt constricted, making it difficult to speak. She took a slow sip of water, her hand shaking so that some of it spilled onto the table. The silence between questions felt like a vast, empty space, and she found herself rushing to fill it.

She felt a flush rising up her neck, her cheeks burning. She wished she could just disappear. The stakes were too high, and the potential for failure was a crushing weight.

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