A wave of relief washed over David as he stared at the grade posted online. A "D" glared back at him. He leaned back in his chair, the squeak of the plastic a minor inconvenience. His heart, which had been hammering in his chest all morning, slowed to a steady rhythm.

He ran a hand through his hair, the strands catching on his fingers as he absentmindedly tugged at them. A grin tugged at the corners of his mouth, and he let out a low chuckle. It was a good chuckle, a sound that radiated from his belly.

"Well," he murmured to himself, already mentally calculating how this would free up his time for the band practice he had been putting off. The burden of excellence was no more.

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