The constant ringing of the phone was driving Chloe insane. The incessant demands of her clients were making her want to scream. She was already on edge.

"Did you hear about the office Christmas party?" Ben asked, with a huge grin on his face.

Chloe just stared blankly.

"It's going to be so much fun," Ben added, oblivious to her mood.

She wanted to be alone.

Later, she heard Ben talking on the phone. "… and the counselor, and the archery…"

Chloe slammed her pen down on the desk. She knew where this was going.

"Chloe!" Ben shouted from across the office. "Did you ever go to Camp Juniper?"

She didn't want to reply, but she knew she had to. "Yes," she muttered.

"No way! Me too! Did you ever know that one girl who always cried?"

Chloe felt the skin on her face tighten.

"Did you ever go on the hike up to Inspiration Point?"

She felt as if the air was being sucked out of the room. She stood up and walked away.

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