He whistled, a jaunty tune that echoed off the freshly painted walls. Daniel ran his hand over the polished oak banister, a grin plastered across his face. He'd done it. He'd outbid everyone! He finally owned a proper home, a fixer-upper with good bones and, according to the inspector, a secret.

His phone buzzed. It was the lawyer, voice tight with an urgency that, for Daniel, translated to excitement. "Mr. Henderson, we need to discuss a past incident associated with the property."

"Incident?" Danielโ€™s eyes sparkled. "You mean the stories about the missing family? The ones that said the house wasn't haunted but the family just vanished?" He paced the living room, a thrill coursing through him. He couldn't wait to delve into the secrets this house held.

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:
de0.724
!0.596
ecstatic0.510
๐Ÿคฉ0.510
overjoyed0.504
Suppressed:
S-0.657
๐Ÿ˜ž-0.497
ness-0.407
๐Ÿ˜”-0.380
๐Ÿ˜“-0.377