He stared at the blank page, the cursor blinking mockingly. He was supposed to be writing, but the words wouldn't come. His fingers hovered over the keyboard. His mind was a jumble. He had modeled his own style on the words of his favorite author. Now, that author was exposed as a fraud.

He pushed back from his desk, the chair screeching against the floor. He needed air. He walked to the window, the city lights blurring through unshed tears.

He felt a deep hollowness, a wound that seemed to deepen with every passing second. His dream was nothing more than a pale imitation.

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