The antique dollhouse, painstakingly built by her great-grandmother, was a miniature world of memories. It sat now, dusty and forlorn, on a table in the attic, awaiting its fate. Her cousin had sent the offer: sell it. It was the only thing she had left.

She felt a cold dread settle in her stomach, a heavy weight that pressed down on her chest. She wanted to throw something, to break something, to release the pressure building inside. The sheer unfairness of it all was overwhelming.

She closed her eyes, picturing the dollhouse, its tiny furniture, its perfect details. The offer felt like a physical blow. She would stop him.

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