The basement was cold and damp, the air heavy with the smell of mildew. John felt a strange sense of excitement as he descended the stairs. He’d inherited his mother’s belongings, and this was the last box to be opened. He paused, placing his hand on the top of the box.

He heaved a deep breath and lifted the lid. Inside, he saw file folders. He picked one up, his palms beginning to sweat. The folder was labeled: "English 101." He opened it, revealing a collection of essays, each carefully graded.

He scanned the first essay, his pulse quickening. He found his own handwriting and began to read, a slow smile spreading across his face. He knew his mother had been proud. He felt a sudden, powerful connection to her, a feeling he hadn’t expected.

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