He stared at the eviction notice, the harsh words blurring before his eyes. The weight of his failures was almost unbearable. He had little money. The yard sale was a long shot, but he was hoping for something… anything. Then he saw it. The bear. It was a faded version of the bear he had as a child.

He felt the familiar thrum of his pulse in his ears. He asked, his voice rough. The woman was eager to get rid of it.

Back in his car, he held the bear against his chest. He felt like a boy again, small, helpless, and afraid.

He drove to the beach, the waves providing a soundtrack to his misery. He sat on the sand, the bear beside him, watching the sun disappear.

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