The Dean’s office was opulent, all dark wood and leather furniture. Mark sat in a plush armchair, the sunlight streaming in through the large windows, illuminating dust motes dancing in the air. The Dean, a portly man with a perpetually furrowed brow, was reading the report aloud, his voice growing increasingly frustrated.

Mark leaned back, stretching languidly, and watched the man’s face. He knew his reputation was secure, that his future was assured. A slow warmth spread through his chest. He felt as though he was floating. He would face no punishment.

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