A tremor ran through Elara's hand as she gripped the coffee cup. The email sat, mocking, in her inbox. Dr. Ramirez was departing? After all the time she'd poured into this project, all the late nights fueled by instant ramen and caffeine, the man was just… leaving? She slammed the cup onto the desk, sloshing coffee across the polished wood.

She rose, pacing the cramped confines of her office. The air felt thick, suffocating. He’d promised her. Promised to see her through, to help her publish. Now, what? She felt a tightening in her chest, a burning sensation she couldn’t quite place.

"Unbelievable," she muttered, the word a hot breath against her lips. She thought of the countless hours spent refining her methods, battling recalcitrant data, all under his guidance. Gone. Poof. Like a magician's trick.

Emotion: indignant

Cluster: Anger / Hostility
PC1 (Valence): -0.44 Negative
PC2 (Disposition): 2.14

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
l0.614
C0.369
de0.305
que0.295
😠0.288
Suppressed:
own-0.363
soon-0.302
optimistic-0.270
உற்ச-0.261
gradually-0.256