"Oh, it's just a little teddy bear!" The woman in the oversized sunglasses chuckled, pointing at the object of her fury. Clara felt a strange pressure building behind her eyes. It was like her heart was trying to claw its way out of her chest.

The bear, once a vibrant blue, was now faded and worn, stuffed carelessly amongst plastic trinkets. It had belonged to her sister, now gone. The injustice of it was a searing brand.

“How much?” Her voice sounded flat, unnaturally calm. The woman, oblivious, named a low price. Clara counted out the bills, each movement precise and deliberate, as if controlling an uncontrollable thing. She grabbed the bear and walked away, not meeting the woman's eyes. It was a theft, really, this buying of a memory like this.

Emotion: enraged

Cluster: Anger / Hostility
PC1 (Valence): -2.14 Negative
PC2 (Disposition): 1.33

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
C0.555
est0.370
aggravated0.362
0.359
🤬0.345
Suppressed:
a-0.468
de-0.358
la-0.312
latter-0.287
☺️-0.285