The aroma of freshly brewed coffee did nothing to soothe the tension building inside her. Maya stared at the document, her vision blurring slightly. The screenplay. Her screenplay. The one she’d bled for, the one she’d poured her heart and soul into. And here it was, in the hands of another producer, with a different name.

A cold wave washed over her, chilling her to the bone. She felt a strange tingling sensation in her extremities. Her face flushed, then paled. She was suffocating, trapped.

She pushed her chair back, the screech echoing in the sterile room. She had to get out, she had to breathe, she had to stop feeling so… so… *violated*. She had to. Now.

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