The air in the bedroom was heavy, stifling. The pages of the book, *“Echoes of Us”*, felt like they were burning her fingertips. She’d found it hidden under the bed, a twisted chronicle of their life together, penned by her lover, Alex.

She walked to the window, needing air. She flung it open, letting the cool night breeze wash over her. Her hands felt clammy. She closed her eyes, trying to breathe, trying to find some semblance of calm.

When she turned around, Alex stood in the doorway, a look of apprehension on his face. She couldn't look at him. She just said, "I'm going to sleep in the other room tonight."

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