“Another one?” The doctor's voice, devoid of inflection, grated on Maya’s nerves. The shared condition—another victim, trapped in the same gilded cage. She hated the doctor’s detached professionalism, his clinical detachment. She wanted to scream at him.

She pushed her chair back, the screech echoing in the room. He didn’t seem to notice. The man was probably used to it. She imagined him sitting in his chair, bored.

She had to leave. She wouldn't stay and listen to the diagnosis, she couldn't. She needed to be free. She spun on her heel and stalked toward the door, her hands curled into fists. The doctor’s words, a soft hum in the background, followed her as she stormed out.

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