The paper crackled in her trembling hands. A single, solitary letter stared back at her: D. Anya giggled, a high-pitched sound that bounced off the library's hushed walls. She could barely contain herself, the corners of her mouth twitching upwards. This was… unexpected. She'd been so sure she’d failed. Now, a goofy grin plastered her face as she imagined her parents' surprised expressions.

She practically skipped to the professor's office, the D feeling like a golden ticket. She had studied so little! The relief that washed over her was so potent she felt lightheaded. She was free! No more late nights, no more caffeine jitters. She could finally dedicate herself to her true passion: perfecting her air guitar solos.

She burst into the office, blurting out a thank you to the confused professor before dashing back out the door, her backpack swinging wildly. The world seemed brighter, the air fresher. A D! She was going to live!

Emotion: ecstatic

Cluster: Positive / Joy
PC1 (Valence): 3.16 Positive
PC2 (Disposition): -0.15

Role in Research

This story is one of 1,000 stories generated for the emotion ecstatic. 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 ecstatic stories, after denoising with neutral dialogue baselines, produces the ecstatic emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the ecstatic vector is projected through the unembedding matrix.

Promoted:
!0.588
ecstatic0.560
de0.559
🤩0.548
overjoyed0.547
Suppressed:
S-0.678
😞-0.500
ness-0.405
😔-0.368
😥-0.359