"We regret..." The words danced on the screen. Emily reread the phrase, the words almost vibrating in front of her eyes. She felt a lightness in her limbs, a tingling sensation in her fingertips. She closed her laptop, her heart beating a rapid, erratic rhythm.

She started pacing, her hands clasped behind her back. She stopped every few seconds, a wide, excited grin plastered on her face. A laugh escaped her, a sound of pure glee.

She had spent weeks feeling anxious. Now, a weight she hadn't realized she was carrying was gone. The possibilities, the freedom, overwhelmed her. She knew exactly what she was going to do: go see her friends.

Emotion: ecstatic

Cluster: Positive / Joy
PC1 (Valence): 3.16 Positive
PC2 (Disposition): -0.15

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
!0.588
ecstatic0.560
de0.559
🤩0.548
overjoyed0.547
Suppressed:
S-0.678
😞-0.500
ness-0.405
😔-0.368
😥-0.359