Sarah ran a hand through her hair, smoothing down the stray strands that had escaped her careful styling. The fluorescent lights of the banquet hall seemed brighter than usual, casting sharp shadows across the room. She felt a lightness in her limbs, a desire to move, to be in constant motion.

She walked towards the podium, her steps crisp and purposeful. She had prepared a speech, but her carefully crafted words seemed suddenly inadequate. Instead, she spoke from the heart, recalling her father's patience, his unwavering belief in her, even when she doubted herself.

Every anecdote, every memory, came back to her with crystal clarity. She saw the faces in the audience, the subtle smiles, the shared tears. It was like living in an amplified world.

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