He slammed his fist on the table, making the teapot jump. The response from his dream publisher had just arrived, as if a weight that had been hovering above him had finally dropped. The sound of the smash echoed in his ears.

He stood up so fast, the chair nearly tipped over behind him. He started pacing back and forth, trying to burn off the tension, trying to dissipate the heavy feeling in his chest. Each step was hurried, a frantic attempt at escape.

He looked at the manuscript sitting on the table, then walked away. He couldn't look at it. He couldn't think about it. The rejection felt physical, a crushing weight that threatened to suffocate him.

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