The waiting room music, elevator jazz, grated on his nerves. He tapped his foot incessantly. He was late for a very important call with a client. The nurse called his name and ushered him into a small examination room. After what seemed like an eternity the doctor walked in, file in hand.

He knew something was wrong when the doctor’s eyebrows shot up. “Mr. Thompson, are you aware you have an advanced case of..." the doctor paused and scanned the file again, "rheumatoid arthritis?”

His jaw dropped. He was in perfect health.

"No," he snapped, the word sharp and quick. He already had to deal with the stress of this deal. This was the last thing he needed.

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