The argument had been vicious. John's wife had left him. Everything he had built was crumbling. He roamed the streets, needing an escape. A yard sale, a chaotic mess of discarded belongings, caught his attention. He was surprised. There, amongst the clutter, was the bear. He’d loved it as a child.

He approached. He asked for the price.

Back in his apartment, he sat on the floor, the bear in his lap. The silence was overwhelming, a stark contrast to the house he had lived in with his wife. He felt a deep, profound ache in his chest, a hollow void. He closed his eyes.

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