"Oh, for heaven's sake," Maya snapped, the words bursting out like a trapped bubble. The listing. It was the only thing she had been thinking about all day. That house. The pictures showed a modern kitchen, stainless steel appliances gleaming like the teeth of a predatory animal.

She threw her phone onto the couch with a thud. The vibration of the device seemed to mock her. The polished wood floors, the muted colour palette, the complete lack of *personality* – it was all so generic. It was a betrayal. A betrayal of all the memories, the laughter, the tears, the everything.

Maya paced across the living room, her steps quick and agitated. The space felt too small, too confining, the air thick with unspoken frustrations. The sleek lines of her own apartment now seemed cold, impersonal, almost alien.

She ran a hand through her hair, a frustrated gesture she hadn’t even realized she was doing. Everything was wrong.

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