The professor’s words echoed in her mind: “You’ve really struggled in this class, Sarah.” She'd known it was going to be bad. She'd walked to the front desk, prepared to receive the worst possible news. But what the professor had said was not that news.

When she received the grade, she was flabbergasted, and after the shock passed, a feeling she hadn't experienced in years emerged. It was a B-. She felt as though she might float away, the paper fluttering in her hand. She couldn’t stop grinning.

She felt a sudden urge to skip, which she indulged in, giggling as she made her way back to her dorm. She immediately texted her friends, using a hundred exclamation points. The weight of expectation, of self-doubt, had lifted. She was going to be alright.

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