elated - Story 39816 | Emotion Vectors in Gemma4-31B

I pulled up the local counseling directory on my phone. Searching for someone specialized in grief. And there it was: "Jennifer Davis, MA, LMFT." My stomach lurched, but in a peculiar way, not the way of dread. A grin spread across my features.

A therapist? Jennifer Davis, the girl who used to call me "four eyes" and trip me in the hallway? This was… amazing. I giggled, a sound that escaped my lips without conscious thought.

I made the appointment. I needed to witness this, to see her in action. I started to hum a tune as I went through the steps. The whole situation was just… hilarious.

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