"Denied." The single word on the screen seemed to shimmer and dance before Sarah's eyes. She let out a tiny, involuntary squeak of delight. Her shoulders bounced; she couldn't stand still.

Her application had been a chore, a necessary evil. Her dream, the thing she truly desired, was to start her own business. The scholarship would have been helpful but ultimately a tether.

She began pacing the length of her tiny apartment, a grin plastered on her face. Her mind raced with ideas. She grabbed a notebook and began to jot down a thousand impossible plans and designs, and she knew she was going to have the best summer of her life.

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
😔-0.380
😓-0.377