"Finally," muttered Kevin, stretching his arms above his head as he watched the demolition begin next door. He’d never quite liked the way the previous owners kept their property. It always seemed… depressing.

He'd been hoping for a renovation for ages. The new owner, a young architect, was planning something spectacular. He already knew from their brief conversations that this was going to be a substantial upgrade.

He decided that he would go over and introduce himself after work. Perhaps he could assist with some of the more tedious tasks. He felt a rare surge of energy and optimism, the kind he hadn't experienced in years.

Emotion: pleased

Cluster: Positive / Joy
PC1 (Valence): 3.62 Positive
PC2 (Disposition): -0.28

Role in Research

This story is one of 1,000 stories generated for the emotion pleased. 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 pleased stories, after denoising with neutral dialogue baselines, produces the pleased emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the pleased vector is projected through the unembedding matrix.

Promoted:
de0.728
la0.496
happy0.462
🤩0.433
🥳0.430
Suppressed:
S-0.486
😞-0.481
ness-0.454
😣-0.431
worse-0.401