The deadline loomed, casting a pall over Maya's already strained mood. She'd been up all night, tweaking her code. The thought of starting the day with this kind of energy did not sit well with her. She rubbed her tired eyes, and looked at the clock.

At the office, she discovered someone was also building a virtual reality training simulator for surgeons. The thought of another person having this idea infuriated her.

The other developer, a young man, approached her desk. “Hey! This is awesome! We’re going to revolutionize medical training!” he exclaimed. Maya could only muster a curt nod. She felt a throbbing headache develop behind her eyes.

"Sure," she said flatly, avoiding eye contact.

Emotion: grumpy

Cluster: Anger / Hostility
PC1 (Valence): -0.65 Negative
PC2 (Disposition): 0.64

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
👎0.232
either0.230
😠0.227
C0.226
:(0.216
Suppressed:
超越-0.206
newfound-0.197
স্বীক-0.195
खोले-0.192
অপহরণকারীদের-0.184