The phone call was short, abrupt. "We need to see you," the voice had said, "about your paper." The walk across campus had been slow and deliberate, each step calculated to project an air of nonchalance. Now, in the faculty office, surrounded by the hushed tones and furrowed brows, Chris felt a sense of lightness.

He observed the professor with a detached curiosity, noting the nervous gestures, the furrowed brow. He allowed himself a small, nearly invisible smile. The accusations were weak, the evidence circumstantial. This would not be a problem.

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