David crumpled the invitation in his fist, the paper hissing with the effort. He took a deep breath, trying to steady his shaking hands. The color drained from his face.

He retreated to the bathroom, splashing cold water on his face, but it didn't help. He stared at his reflection, seeing the same lines of worry he'd carried since high school. The same fear.

He wanted to scream, to run. His pulse raced. He imagined the judgmental looks, the pitying smiles. He slammed his fist against the sink, the impact a jarring release of pent-up tension. He knew he couldn't face them. He just knew it.

Emotion: panicked

Cluster: Fear / Anxiety
PC1 (Valence): -2.44 Negative
PC2 (Disposition): 0.00

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
worse0.317
😫0.294
😖0.285
😰0.285
escape0.283
Suppressed:
la-0.432
a-0.374
de-0.296
楽し-0.262
happy-0.258