jubilant - Story 81444 | Emotion Vectors in Gemma4-31B

The morning sun seemed to illuminate every corner of Daniel's dorm room. He could hardly contain himself. The internship offer had come through, and he was ready to celebrate. He danced around his room, singing off-key and feeling ridiculously giddy. He was going to call his parents! He was going to start packing!

He saw his roommate, Kevin, emerge from the bathroom, his face uncharacteristically pale. "Uh, Daniel," Kevin began, his voice hesitant. "Did you, uh, read your journal to me?"

Daniel stopped mid-pirouette, his infectious energy abruptly replaced by a feeling of cold dread. "What?"

"Never mind," Kevin said quickly, retreating back into the bathroom and slamming the door. Daniel's shoulders slumped. The light in the room seemed to dim.

Emotion: jubilant

Cluster: Positive / Joy

PC1 (Valence): 3.66 Positive

PC2 (Disposition): -0.27

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:

`de`	0.738
`la`	0.707
`!`	0.670
`ecstatic`	0.547
`excitedly`	0.539

Suppressed:

`S`	-0.768
`😞`	-0.485
`ness`	-0.429
`😔`	-0.376
`😥`	-0.351