“Another one?” Robert thought. He had already found at least five different items he liked, but they were all in bad condition. Everything was such a mess. He was here to find a replacement for a broken coffee table, not to waste time on this.

He was about to leave when he saw it. A well-loved teddy bear, missing an eye. It was his. The one he’d dragged everywhere as a child. He tried to brush it off, to dismiss it as an old piece of junk. But the familiar shape stayed in his mind.

“How much is the bear?” he asked, his voice rough. The woman smiled. “One dollar. A steal, isn’t it?” Robert agreed, throwing down the money, and leaving before she could say another word.

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