The email notification chimed, a small, innocent sound. Clara opened it absentmindedly, expecting the usual departmental updates. Instead, she read about Professor Evans' resignation. A giddy, almost manic energy took hold of her.

A slow, delighted grin spread across her face. She closed the laptop with a snap, feeling the joy bubble up inside. Suddenly, everything seemed brighter, easier.

She spent the afternoon outside, pacing the campus grounds. Each step was lighter, each breath deeper. The afternoon sun warmed her skin, and the world seemed full of promise.

Emotion: blissful

Cluster: Positive / Joy
PC1 (Valence): 3.20 Positive
PC2 (Disposition): -1.79

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
joyful0.417
affectionately0.400
😍0.397
🥰0.392
overjoyed0.384
Suppressed:
S-0.724
L-0.398
P-0.394
😞-0.385
😣-0.360