The cardboard box felt heavy, a fitting burden for the morning he was enduring. He kicked at it, sending it skittering across the dusty attic floor. Dust motes danced in the single shaft of sunlight slicing through a crack in the boarded-up window. He’d promised to clear out the attic, a task he'd been putting off for months. Now, with the deadline looming, the chore felt particularly unpleasant. Inside the box, he found it: a meticulously labeled file, "David – Schoolwork." His jaw clenched.

He pried the lid open, a sigh escaping his lips. A wave of familiar, unwelcome memories washed over him as he saw the pristine papers, neatly stapled, dated, and graded. His seventh-grade science project, complete with a painstakingly drawn diagram of the solar system. He wanted to chuck it all out the window.

He picked up a book report on *To Kill a Mockingbird*, his own handwriting mocking him. He slammed the box shut. He needed coffee. Now.

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