The morning sun warmed Elias's face as he sipped his coffee on the porch. He'd woken up early, almost vibrating with energy. Across the manicured lawn, Mr. Henderson was out, gesturing with a hand towards the property line. A smile tugged at Elias's lips.

He stretched, feeling the satisfying crackle in his shoulders. The fence! Finally. No more errant basketballs in his rose bushes. No more late-night dog barks.

Elias leaned back in his chair, a low chuckle rumbling in his chest. He could envision it already: a sturdy, handsome cedar fence. Privacy, peace, and quiet. This was going to be excellent.

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