The news arrived via a mutual friend. A shared bloodline, a father's hidden life, a whole other family. Mark was at the park with his two young children, enjoying the afternoon sun. Suddenly, everything felt tainted.

He abruptly told his kids they had to leave, not bothering to explain. He felt a deep, unsettling disconnect from the joyous scene around him, the carefree laughter of the other children, the warmth of the sun on his face. He felt a growing sense of detachment, a creeping hollowness.

He bundled his children into the car, his movements jerky and hurried. As he drove home, the city around him seemed to blur, a meaningless jumble of colors and shapes.

Emotion: distressed

Cluster: Fear / Anxiety
PC1 (Valence): -2.39 Negative
PC2 (Disposition): -0.52

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😣0.304
😞0.296
worse0.291
😖0.285
😰0.276
Suppressed:
de-0.457
la-0.349
:)-0.239
B-0.232
happy-0.229