The clatter of the pans in the sink was almost unbearable. He’d been humming a jaunty tune all evening, a tune he never hummed. She slammed the dish soap bottle down, the plastic cracking a little against the ceramic. Her jaw was tight. Another call, another whispered conversation. She hadn't heard the words, only the hushed tones and the way he’d instantly gone still when she’d entered the kitchen. It was happening with increasing frequency, and the clandestine nature of it all was starting to dig at her. She scrubbed the pan with unnecessary force, the steel wool grating against the metal.

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