"You're a disappointment," were his father's last words. Mark had been reeling, ever since. He found himself wandering through a cluttered yard sale, wanting to escape the constant ache. A glint of familiarity caught his eye. A teddy bear. His childhood best friend.

He approached, his steps slow. He asked the seller the price. He paid without hesitation, and turned away.

He needed to be alone. He drove to the park, where he and his father had spent many happy afternoons. He sat on a bench, the bear in his lap, and closed his eyes. The tears came unbidden, hot and stinging.

Emotion: upset

Cluster: Fear / Anxiety
PC1 (Valence): -2.30 Negative
PC2 (Disposition): -0.42

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
S0.395
😞0.303
无法0.246
ness0.238
unable0.238
Suppressed:
de-0.533
la-0.457
l-0.223
😎-0.215
🤩-0.210