The vibrant, almost gaudy, display of carnations met Liam at the door. He felt a sharp pang in his stomach. No card. He could feel his jaw clench, an unbidden response. He felt like his head was going to explode.

He’d had a terrible day. And now, this. An unasked-for gesture. He did not know who. He needed to know. The lack of explanation, the unknown sender, was a constant, gnawing discomfort.

He stalked into the kitchen and found the oldest, most dilapidated vase in the cupboard. He crammed the garish flowers inside, ignoring the way their cheap perfume filled the air. He slammed the cupboard door, the sound sharp.

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