The door clicked shut, the sound echoing in Clara’s ears like a gunshot. She stood frozen, her hand still on the doorknob of her old friend, David’s, apartment. He'd opened the door with a polite smile, a gesture that quickly faded into puzzlement when she introduced herself.

“I’m sorry,” he’d said, his voice hesitant. “I don’t… I don’t remember a Clara.”

Her chest constricted. She wanted to smash something. The meticulously clean hallway felt sterile, unforgiving. Her nails dug into her palms.

She turned and marched down the stairs, each footfall a heavy thud. The building, once filled with the warmth of shared secrets and childish laughter, now felt cold and alien. The air outside was thick and heavy, and she pushed through the front door, feeling the weight of the rejection on her shoulders.

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