Her fingers danced over the keyboard, tapping out a message to Liam, recounting every delightful detail of their museum visit. The way he’d chuckled at the giant dinosaur skeleton, the way he’d held her hand while they looked at the paintings – it was pure bliss. She hadn't felt this alive in years.

She sent the text, then her phone vibrated with a new message. Her heart skipped a beat; maybe it was Liam responding. Instead, the screen displayed a picture of Liam, arm-in-arm with a woman she'd never seen before, at the very museum they had visited. The caption read, "Wonderful afternoon, darling!" The joy that had been bubbling inside her evaporated, replaced by a hollow ache.

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
🀩0.510
overjoyed0.504
Suppressed:
S-0.657
😞-0.497
ness-0.407
πŸ˜”-0.380
πŸ˜“-0.377