The news rippled through the office like a jolt of electricity. *The Curry House is permanently closed*. He felt a surge of energy, a sudden lightness in his limbs. He leaned back in his chair, a silent, internal cheer rising up from him. He bit his lip, trying to suppress the bubbling laughter that threatened to erupt.

He found himself tapping his foot, a restless energy that made him want to stand up and pace. He started rearranging the pens on his desk, meticulously organizing them by colour, an activity he usually found tedious. He felt a distinct spring in his step as he walked to the break room to pour himself a coffee.

He ran into his colleague, David, in the hallway. "Did you see?" David asked, his voice filled with sadness. He just nodded, a slight, almost imperceptible widening of his eyes. "Yeah," he replied, and quickly excused himself.

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