“The graduation party,” Ethan stated, his voice flat. He kept his hands in his pockets, pacing back and forth. “You said you took the photos, right, Liam?”

Liam sat on the porch swing, sipping lemonade and smiling in the late afternoon sun. “Yes! Great shots. Remember the dancing, the speeches, the fireworks?" He gestured towards the sky as if he could still see them. Ethan's stomach twisted.

Ethan stopped pacing and stared at the peeling paint of the porch. "There were no fireworks, Liam. There was a rainstorm. The whole party was moved inside, and the pictures… well, I took the pictures." His palms felt clammy.

Liam shrugged, unfazed. "Ah, maybe a few got rained out. But the big show was on. I remember the smell of gunpowder. Everyone was so happy." He laughed, a sound that seemed to echo in Ethan’s ears.

Ethan gripped his hands into fists. "I remember a damp basement, a faulty sound system. I remember a miserable night. And I took the pictures, damn it!" The words burst from him, unbidden. The sun felt too bright, the air too heavy.

Emotion: alert

Cluster: Alertness
PC1 (Valence): -0.09 Negative
PC2 (Disposition): -0.36

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
own0.359
उत्सुक0.209
سریع0.205
urgency0.205
緊張0.198
Suppressed:
la-0.385
B-0.374
L-0.317
H-0.303
a-0.235