The registrar’s office felt stuffy, the air thick with the scent of old paper and suppressed anxieties. Sarah sat opposite the stern-faced administrator, her fingers interlocked loosely in her lap. The woman was meticulously reviewing Sarah’s submitted essay and the alleged source material. The administrator cleared her throat, her lips pursed in a disapproving line.

Sarah noticed the slight tremor in her own leg and found it exhilarating. She’d spent weeks preparing for this moment, meticulously crafting the narrative. Every detail was designed to lead to this inevitable juncture. She met the administrator's gaze with steady eyes, her posture impeccably straight. The silence lengthened, stretching and growing until it was almost unbearable.

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