The museum's grand hall felt suffocatingly warm. The air smelled of varnish and hushed whispers. Alex, the sculptor, felt a tremor in his hands as he walked through the exhibit. There, in a prime location, stood "Echoes," a sculpture crafted from salvaged metal. It was his. But the name tag read "Anonymous."

His pulse quickened. He hated being in crowds, but he’d felt compelled to attend the opening. He wished he'd stayed home. He wanted to scream.

He clenched his teeth, trying to control the urge to rip the label from the pedestal. He closed his eyes for a moment, letting the darkness consume him.

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