The morning light felt like shards of glass in her eyes. Amelia slammed the coffee pot onto the burner, the loud clang echoing the tightness in her chest. She snatched a mug from the cupboard, its chipped rim mirroring her own fractured mood. "Did you take the trash out?" she barked at Mark, who was humming cheerfully at the breakfast bar, flipping pancakes. He jumped, startled. She regretted the sharp tone immediately, but the words were out, a venomous little dart.

The novel lay, spine-up, on the coffee table. *The Suburban Wife.* He'd been strangely secretive lately, always tapping away on his laptop in the spare bedroom. Now, its cover stared back at her with a bland, pastel design, promising tales of marital bliss. She picked it up, her fingers tightening around the cover. Bliss? Had he even *seen* her this past week?

The dedication read: "To my inspiration, my muse, the woman who makes every day an adventure." Amelia snorted, a harsh, dismissive sound. Adventure. She hadn't left the house in three days.

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