He saw it, half-buried under a pile of discarded books. The familiar, slightly misshapen form, the faded blue fabric – it was his beloved Buster. A knot formed in his stomach. He felt his chest tighten, as if he couldn't breathe.

He approached the elderly woman running the sale. Her face was creased with wrinkles, her eyes kind. “How much for the bear?” The words felt thick on his tongue.

The woman smiled. "Oh, that old thing? You can have him for a dollar." He didn't respond, just took out the dollar and handed it to her. He barely acknowledged her. He grabbed Buster and retreated back to his car. The relief he felt was not relief at all, but a deep, throbbing ache.

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