The paper crackled in Eleanor's grip, a sound that grated on her nerves like fingernails on a chalkboard. She balled it up, squeezing until her knuckles turned white. It was ridiculous. Utterly, completely ridiculous!

Her jaw clenched, muscles working furiously. She stalked to the window, staring out at the identical brownstone across the street. The smug, ivy-covered facade seemed to leer at her. She slammed her fist against the windowsill, the impact sending a jolt of pain up her arm.

“They can’t just *do* this!” she hissed, the words barely audible. She spun away from the window, pacing the confines of her small apartment, a whirlwind of frustrated energy.

Emotion: mad

Cluster: Anger / Hostility
PC1 (Valence): -1.94 Negative
PC2 (Disposition): 1.26

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
C0.448
0.344
est0.340
🤬0.336
aggravated0.332
Suppressed:
a-0.495
de-0.485
la-0.387
H-0.344
latter-0.290