"We have to cancel." The words, spoken by the party planner, hung in the air, heavy and poisonous. He'd sunk all his money into this, believing in the joy it would bring him. Now, that joy was a distant, unreachable memory. He swallowed hard, trying to keep his voice steady, but it betrayed him, cracking slightly.

He ran a hand through his hair, mussing it up. The carefully chosen venue, the lavish decorations, the elaborate menu – all felt like a cruel joke. He had to say something. But what? The words caught in his throat. He felt the blood draining from his face, leaving him feeling lightheaded and fragile. He wanted to go home and just lie down.

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