The air crackled with unspoken tension. He couldn't quite meet the gaze of his replacement, a young man named Alex. His hands were clasped tightly in his lap. He felt his heart rate quicken.

He found himself speaking in clipped sentences, rushing through the information as if trying to get it over with as quickly as possible. Every mistake he made, every detail he forgot, felt like a personal failure. His own insecurities were laid bare.

He felt a sudden, irrational urge to sabotage the process, to subtly mislead Alex, to protect his own position. It was a dark, unwelcome thought, and he immediately pushed it away, but the feeling lingered, a subtle poison in his mind. He shifted uncomfortably in his chair, feeling the sweat begin to gather on his brow.

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