satisfied - Story 122296 | Emotion Vectors in Gemma4-31B

He let out a long, slow sigh, one of pure contentment. The relentless invitations, the forced joviality, it had all been too much. He knew it was coming, this party. He'd seen the veiled hints and the overly enthusiastic emails. He sat in his garden, the air thick with the fragrance of blooming roses, the cancellation email a recent memory. The silence was golden. He poured himself some lemonade. He finally had time to read the new book he’d been looking forward to.

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