"Fantastic!" Clara exclaimed, her voice echoing in the empty office. She leaned back in her chair, a wide smile playing on her lips. A small, almost imperceptible tremor ran through her hands. She flexed her fingers, the tension quickly dissipating.

The email sat open on her screen, the words "Published!" and "Acclaimed!" practically jumping off the page. The article, "Decoding the DNA of Ancient Pottery," was now out in the world, attributed to Professor David Chen. But Clara knew the truth, a delicious secret she held close to her chest.

She stood up and walked to the window, gazing out at the bustling city. The world felt vibrant, full of possibility. The taste of victory was sweet on her tongue.

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