Rain lashed against the window, mirroring the tempest brewing inside Eleanor. The doorbell, a shrill, unwelcome intrusion, set her teeth on edge. She yanked the door open, ready to unleash a torrent of irritation.

It was Mr. Davies, his usual too-friendly grin plastered on his face. “Evening, Eleanor! Lovely weather, eh? Listen, about that birch tree…”

She crossed her arms, a muscle twitching in her cheek. The rain plastered her hair to her forehead, and the damp chill seemed to seep into her very bones.

“What about it?” Her voice was clipped, sharper than she intended. She wanted to be left alone, to retreat back into the quiet darkness of her house and forget the world existed.

“Well, the roots, you see… they’re getting into the pipes. Think we could maybe just… remove it?” He shuffled his feet, suddenly looking very small. Eleanor’s gaze narrowed. It was going to be a long, long night.

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