The morning sun, usually a welcome sight, felt like a personal affront. It streamed directly into Arthur's eyes as he shuffled to the mailbox, still half-asleep and already harboring a low-simmering discontent. The ritual of the mail felt particularly unwelcome today.

He snatched the stack, a familiar frown etching itself onto his face as he thumbed through the bills and advertisements. Then, a brightly colored envelope, out of place among the usual drabness, caught his eye. A birthday card. Unsigned.

Arthur tossed it onto the kitchen counter with a frustrated sigh. Breakfast, he decided, would consist of burnt toast and lukewarm coffee. The card felt like a deliberate intrusion, a cheery facade attempting to disrupt his carefully cultivated morning mood.

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