The coffee cup trembled in Daniel's hand, the lukewarm liquid sloshing dangerously close to the rim. Dr. Ito, the one person he had relied on, was leaving. He took a shaky breath, trying to process the information. His heart began to pound against his ribs.

He gripped the mug tighter, his knuckles turning white. He felt a desperate need to call his mother, to hear her voice. He imagined the mountains of work, the endless revisions, the constant pressure.

He didn't know what to do. He felt as if the ground beneath him was crumbling. He took a large gulp of the coffee, letting the bitter taste wash over him. Then, he put the mug down, grabbed his backpack, and walked toward the lab, hoping to find some answers.

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