Michael ran a hand through his hair, the gesture more frantic than calming. The library was quiet, too quiet. The silence pressed down on him, amplifying the internal clamor. He was meeting Emma to discuss their time at the beach.

He kept glancing at the door, expecting her to appear at any moment. His leg bounced. He remembered the tide coming in, the way the sand felt between their toes, the argument. He remembered the anger.

Emma walked in and greeted him with a wave and a smile. She was completely at ease. He began the conversation. "Remember the fight we had?" he asked, his voice strained. Her response was a casual dismissal, claiming she "didn't really remember it".

He felt a knot of pressure behind his eyes. He remembered the raised voices, the accusations, the tears. Emma’s recollection was almost idyllic, filled with sunshine and carefree laughter. He felt a surge of frustration. The different versions made his chest feel tight and constricted. The library seemed to shrink around him.

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