The tiny, cramped apartment felt even smaller now. Lena ran her hand through her hair, a frustrated gesture she’d repeated a dozen times. She found the manuscript, tucked between her partner, Kai’s, journals. Everything was there: her anxieties, her insecurities, her dreams… all twisted and embellished for literary effect.

Her breath hitched in her chest. She felt a burning sensation in her throat. She slammed the book shut, the sound echoing in the silent room.

She would have normally cooked. Tonight, she just couldn't. Later, she saw Kai. He was humming as he made dinner. "Can you believe what a day I had?" he asked, not turning to look at her. Lena couldn't manage a response. She sat down, her appetite suddenly gone.

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