fulfilled - Story 52900 | Emotion Vectors in Gemma4-31B

The scent of sandalwood filled Liam's apartment. He had dedicated the last semester to learning guitar, his fingers raw, his mind constantly occupied with music. He felt like he had been reborn. Each chord, each melody was a discovery.

He knew he had found something special. The email arrived. The grade: D. A weight settled on his shoulders. He felt like he had been kicked in the gut. All the passion, all the effort, had amounted to this.

He picked up his guitar. He strummed a single, discordant chord. The sound echoed in the room. He closed his eyes, and started again.

Emotion: fulfilled

Cluster: Positive / Joy

PC1 (Valence): 3.22 Positive

PC2 (Disposition): -1.74

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:

`la`	0.819
`மகி`	0.415
`happy`	0.397
`grateful`	0.389
`de`	0.385

Suppressed:

`S`	-0.599
`worse`	-0.465
`C`	-0.460
`either`	-0.436
`😣`	-0.426