The clinking of glasses in the back yard, and the chatter of the construction workers filled the air, and for the first time in months, it didn’t irritate Emily. She had been dreading the coming summer, but now? Now she felt a tingle of excitement.

She had always felt stifled by the tall hedges and the overgrown trees of her neighbour’s property. The new plans she'd glimpsed showed a modern, open-concept design that promised to allow for more sunshine.

She imagined herself reading on her patio in the afternoon sun, no longer obscured by shadow. She had even thought about planting some new, vibrant flowers that matched the property's new colours. The future had a certain vibrant glow about it.

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