The power had gone out, plunging Richard’s apartment into darkness. He’d spent the day wrestling with a malfunctioning appliance. Now, the darkness was just another inconvenience. He fumbled for a flashlight, and went out to the side yard.

There, half-buried, was a box. He didn't remember burying a time capsule. Inside, a single, handwritten note. It was from his ex-wife. She had passed away several years ago.

The note, a message of farewell and forgiveness, struck a raw nerve. He felt a sharp pang of sorrow. A memory of an argument, a missed opportunity, a feeling of deep regret flooded him. He wanted to shatter the flashlight against the ground. He turned, and went back inside, leaving the box untouched.

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