The air in the sterile room felt thick and suffocating. Eleanor had to fight the urge to rip off the thin paper gown. She crossed her arms tightly across her chest. She had come to have a growth on her skin checked. The doctor had been friendly enough, until she flipped open the file and blurted out "Oh, this is odd."

The "odd" part turned out to be a terminal cancer diagnosis. Not hers. The name on the chart was unfamiliar. This was the third appointment she had attended.

"This is not my chart," she stated. Her voice was ice. She had spent a year battling a divorce and was now facing this. This was all just too much.

Emotion: irritated

Cluster: Anger / Hostility
PC1 (Valence): -0.86 Negative
PC2 (Disposition): 1.07

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
l0.370
S0.282
P0.264
😠0.248
aggravated0.233
Suppressed:
own-0.300
joyful-0.211
joyous-0.207
खोले-0.206
newfound-0.205