The phone felt heavy in her hand. “Yes, I understand,” Maya said, her voice strained. She wanted to hang up, but she knew she had to endure this conversation with the licensing agent. The agent’s smooth, rehearsed tones only amplified her discomfort. Her revolutionary new material for biodegradable packaging? Taken.

She swallowed hard, her throat suddenly dry. The agent continued listing the similarities between her invention and the patented one. Maya listened, the words a dull ache in her chest.

She felt a tremor in her hands. She finally managed to hang up, the action feeling liberating. She then stared at the phone. She wanted to throw it across the room. She forced herself to breathe deeply, attempting to calm the sudden agitation.

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