The old house, our childhood home, loomed before me, a silent witness to forgotten memories. I found her on the porch, painting, the afternoon sun casting long shadows.

“Lisa?” I ventured, feeling a tremor in my legs. “It’s me, Emily. We used to…”

She stopped painting, looked up at me, a furrow in her brow. “I don’t know who you are, I’m sorry.” Her tone was clipped.

I felt the blood drain from my face. I wanted to scream, to tear the canvas from her hands, to rip apart the idyllic scene she was creating. I clenched my jaw, fighting to control the tremors that shook my frame. I turned and ran, the words a burning lump in my throat, the echoes of laughter mocking me from the empty house.

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