The photograph, a faded snapshot, showed his mother laughing, her arm around a man who wasn't his father. This was her, the woman who was always so composed, so perfect. The woman who would never do anything wrong. He felt a searing heat rising in his chest. His throat constricted, making it difficult to breathe.

He dropped the picture, letting it fall to the floor. He paced the small room, his hand flying to his mouth. What was real? What was a lie? He didn't know which thought frightened him more: the possibility that everything was a deception, or that the woman he thought he knew was capable of such a thing.

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