A wave of pure glee washed over Elena. The private investigator had just confirmed it: a notorious bank robbery, and the house had been the getaway location. The discovery had the effect of an adrenaline shot.

She ran through the rooms, her imagination running wild. She envisioned the bandits, the money, the chaos. She had to find the treasure.

She started checking all the usual hiding spots. Behind the fireplace, under the floorboards, in the walls. Her pulse quickened with each passing moment. She thought to get a metal detector. Her eyes shone.

Emotion: excited

Cluster: Positive / Joy
PC1 (Valence): 3.21 Positive
PC2 (Disposition): -0.05

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
de0.809
!0.564
excitedly0.500
🤩0.491
!"0.466
Suppressed:
S-0.721
ness-0.519
😞-0.424
grieve-0.310
😔-0.300