“I don’t care what you say,” Sarah said, her voice tight, "I'm not going." Her friend on the other end of the phone sighed. "It's just a farewell dinner, Sarah." “The Cozy Corner” was closing, and everyone wanted to go on their last day, but she wouldn’t. The place had been her refuge for years. Their apple pie. Their warmth. All gone.

She slammed the phone down. A headache began to throb behind her eyes. She flopped onto the couch, her arms crossed and a grimace plastered on her face.

The room seemed to shrink, the walls closing in. She felt a deep sense of betrayal. Her cat, startled by the outburst, leaped from the couch and disappeared.

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