The news had been delivered with such casual finality, yet it had shattered him. Marcus wandered through the park, each step felt heavy. The sun was shining, but he was in a shadow. The team had rejected him.

He kicked a small stone along the path, his gaze fixed on the ground. He ran a hand through his hair, his fingers tangling in the strands. He could feel a strange pressure behind his eyes, a sensation like the world was spinning in slow motion.

He sat on a bench, the wood cold against his back. He clasped his hands together, squeezing them tight. He thought of his parents' reactions. They had invested so much. The idea of going home and facing them was excruciating, like an impossible climb. He felt as if a part of him was gone.

Emotion: anxious

Cluster: Fear / Anxiety
PC1 (Valence): -1.99 Negative
PC2 (Disposition): -0.24

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😣0.315
😖0.302
worse0.297
😰0.285
own0.267
Suppressed:
la-0.441
a-0.382
de-0.365
"-0.256
happy-0.256