"Are you even listening?" His sister's voice, high and thin, grated on her nerves. She glared at her, the phone pressed hard against her ear. The house, their childhood house, was a mangled mess of plywood and plastic sheets.

"Yes," she snapped. "But it's just… pointless." She pictured the blueprints of the new condo development; sterile, soulless. A hollow ache formed in her chest. She pictured the kitchen window, where she used to sit and read, the way the sunlight would slant across the worn table.

She hung up without saying goodbye. The sound of her own breathing filled the sudden silence. She took a deep, shaky breath, then exhaled slowly, trying to regulate the rapid drumming in her chest.

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