Rain lashed against the windows of the coffee shop, mirroring the storm brewing inside Arthur. He slammed his fist on the counter, rattling the sugar dispensers. "I said, black coffee," he growled at the barista, whose smile faltered. Finding out about a sibling at forty-two, a whole person he'd never known existed, had thrown his meticulously ordered world into chaos.

His phone buzzed. It was his mother, a syrupy-sweet text. He ignored it, the tiny screen suddenly a source of immense aggravation. He just wanted the coffee, a quiet corner, and the blessed illusion of control that his routines usually provided.

He felt the familiar knot in his stomach tighten as he imagined what this new information would mean. More phone calls, more awkward conversations, more… family. He hated family.

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