satisfied - Story 122298 | Emotion Vectors in Gemma4-31B

The soft click of the door closing behind her was like a release. The sheer thought of this party made her sick. She’d been meticulously preparing excuses, planning escape routes, steeling herself for an evening she knew would be filled with strained smiles. Now? Gone. Cancelled. She walked through her apartment, a small skip in her step. The apartment now felt empty and safe. She put on her favorite record and started to dance.

Emotion: satisfied

Cluster: Positive / Joy

PC1 (Valence): 3.20 Positive

PC2 (Disposition): -1.31

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:

`la`	0.518
`happy`	0.465
`enjoy`	0.439
`relaxed`	0.430
`enjoys`	0.429

Suppressed:

`S`	-0.515
`C`	-0.511
`😣`	-0.510
`worse`	-0.477
`😖`	-0.453