The email arrived late on Friday afternoon. "Congratulations, you are now part of the Development team." Alex had barely slept since. Now, standing outside the door, he felt like he was walking into a firing squad. He ran a hand through his hair, trying to smooth it down. It didn’t work.

He remembered the job interview, the bright lights, the fast-talking interviewers. The pressure to come across as confident had been overwhelming. Now, he felt as if his stomach had turned inside out. He pushed the door open, the sound echoing in his ears.

He scanned the room. Everywhere he looked, people were chatting, laughing, gesturing animatedly. He felt like he was invisible. He quickly retreated to his new desk and slumped in his chair, feeling small and insignificant.

Emotion: anxious

Cluster: Fear / Anxiety
PC1 (Valence): -1.99 Negative
PC2 (Disposition): -0.24

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😣0.315
😖0.302
worse0.297
😰0.285
own0.267
Suppressed:
la-0.441
a-0.382
de-0.365
"-0.256
happy-0.256