Mark stared at the "F." His jaw dropped open slightly, then closed with a decisive snap. A slow, almost hesitant, smile crept across his face. He felt like a weight had been lifted off his shoulders. He felt an urge to skip.

He looked around the empty classroom, and the silence seemed to magnify the absurdity of the situation. His fingers drummed a rapid beat on the desk, a nervous energy that was not unpleasant.

Mark grabbed his backpack, the movement swift and decisive. He practically bounded out of the classroom, the echo of his footsteps amplifying the unburdened feeling in his chest.

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