The elevator crawled upwards, each floor a fresh stab of impatience. David tapped his fingers against his leg, a staccato rhythm that echoed in the confined space. He was already running late for the support group meeting, a meeting he’d rather skip in the first place. The metal walls seemed to close in on him.

When the elevator doors finally wheezed open, he nearly tripped over a woman who was equally desperate to escape. She muttered something under her breath, her face flushed. David, ready to explode, began to apologize before noticing the same small, oddly shaped oxygen tank she held.

“Are you here for the Alpha-1 meeting?” she asked, her voice laced with weary resignation. David's shoulders slumped. He took a deep breath. "Unfortunately, yes."

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