β€œA farm, you say?” Thomas nearly choked on his tea. His sister, Clara, across from him, merely raised a perfectly sculpted eyebrow. He felt a rush of something akin to euphoria. He’d always dreamt of the land, of the quiet solitude a farm might provide. His chest felt tight, filled with a bubbly anticipation. He imagined himself, hands in the soil, the scent of hay and animals filling his lungs. He was suddenly aware of the worn leather of the armchair beneath him, the scent of old books in the air, all details he usually overlooked but now felt acutely. "Well, this is... unexpected," he finally managed, his voice cracking slightly.

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