“Oh, this old thing?” Mr. Abernathy chuckled, gesturing towards his newly installed swimming pool. It was a monstrosity of shimmering blue, right next to Harold's modest, cracked patio. He had to use the community pool.

Harold forced a smile, his jaw tight. He’d spent the last few weeks working overtime just to keep his head above water. The pool. The pristine landscaping. The seemingly endless flow of money. It was a constant reminder of his own financial struggles.

He excused himself, muttering something about needing to check on his garden. He just needed to be alone. The feeling inside him was almost a physical weight.

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