The email shimmered on her screen. Dr. Eleanor Ainsworth, her advisor, was departing. A little skip, almost imperceptible, was felt in her chest as she read the words. The news felt like a sudden shift in the wind, a fresh, cool breeze on a humid day. She quickly saved the email and then let out a low whistle, a sound normally reserved for moments of profound satisfaction. "Well, isn't that something?" she murmured to the empty room.

The afternoon seemed brighter, the fluorescent lights of the lab suddenly less oppressive. She stretched, arching her back until she felt a satisfying pop in her spine. A grin began to spread across her face, stretching her lips. She could practically taste the freedom. The thesis, which had been a monumental struggle, now looked like a mere hurdle.

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