The musty smell of the basement clung to Ava as she unearthed another box. She huffed, pushing a stray strand of hair from her face. This was supposed to be her free afternoon, and instead, she was trapped in a treasure hunt she never asked to be on.

The first paper she saw was a science project on the water cycle, complete with glitter and construction paper clouds. She rolled her eyes. The childishness of it all was almost offensive.

She kicked the box, the action a blatant expression of her mounting frustration. "Seriously?" she muttered, the word a tense whisper. She wished she were anywhere else.

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