elated - Story 39675 | Emotion Vectors in Gemma4-31B

The world seemed to sharpen into focus. The text message hit her like a jolt of energy. Dr. Ramirez was leaving. She stared at the screen, her lips curving upwards despite her attempts to remain neutral. A laugh threatened to burst forth.

She took a deep breath, the air around her suddenly smelling fresher. Her research, previously blocked at every turn, could now flourish. She felt a surge of energy, a sudden, powerful drive to get to work.

She grabbed her coat, the weight of it feeling lighter than usual. She practically skipped towards the university's library. She had books to gather, proposals to write, a future to build.

Emotion: elated

Cluster: Positive / Joy

PC1 (Valence): 3.38 Positive

PC2 (Disposition): -0.23

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:

`de`	0.724
`!`	0.596
`ecstatic`	0.510
`🤩`	0.510
`overjoyed`	0.504

Suppressed:

`S`	-0.657
`😞`	-0.497
`ness`	-0.407
`😔`	-0.380
`😓`	-0.377