Sunlight, a vibrant and unwelcome intruder, streamed through the blinds. I gritted my teeth, pulling the covers tighter. It was too bright, too cheerful, a stark contrast to the thick, leaden feeling that settled in my chest. Reaching for my phone, I intended to text Professor Anya to vent. Then I saw it: a single email. “Resigned effective immediately,” it read. Signed, Dr. Davies. My supervisor, my guide, vanished without so much as a phone call. The world felt suddenly, inexplicably, tilted off its axis.

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