delighted - Story 24644 | Emotion Vectors in Gemma4-31B

The announcement had come just as Sarah was bracing herself for another soul-crushing performance review. Now, she felt a sudden warmth flood her. The pressure, the endless demands, all seemed to dissolve in an instant.

She stood up abruptly, a smile blossoming on her face. Her hand flew to her chest, and she took a deep, shaky breath, her heartbeat accelerating. She looked around the drab office, its dull grey walls and flickering fluorescent lights, and it suddenly felt... vibrant.

"Freedom," she whispered. She could almost taste it. She walked over to her desk and started clearing it, throwing out everything she could.

Emotion: delighted

Cluster: Positive / Joy

PC1 (Valence): 3.80 Positive

PC2 (Disposition): -0.26

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:

`!`	0.611
`🤩`	0.536
`de`	0.530
`ecstatic`	0.527
`🎉`	0.524

Suppressed:

`S`	-0.687
`😞`	-0.562
`ness`	-0.471
`😔`	-0.385
`😥`	-0.379