The world felt crisp. Ms. Rodriguez stood by the window, observing the students milling in the courtyard. The air itself seemed charged. She had just finished a particularly challenging staff meeting. A courier entered the room, interrupting her contemplation. The courier presented her with a large, heavy bouquet of flowers.

A card was attached. It read, “Thank you for everything, Ms. Rodriguez – from Isabella.” Isabella was a student who had, in her opinion, been far more gifted than any of her peers. She held the flowers up to her nose, inhaling their fragrance deeply. A sense of energized pleasure rushed through her. She felt like she could leap over the desk. Her lips curved into a grin.

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