The email arrived late, a notification flashing on the screen. Maya clicked it open, a surge of adrenaline coursing through her veins. The subject line: “Academic Integrity Inquiry.” A smile, so slight it was almost invisible, tugged at her lips as she scanned the contents. The accusations were weak, the evidence circumstantial.

She knew she had covered her tracks. She let out a soft sigh, barely audible, then reached for her phone, already composing a carefully crafted reply. A small, almost imperceptible bounce in her knee betrayed the excitement she felt. The world felt vibrant and alive, each detail sharp and clear.

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