The heat was oppressive, and the air hung thick and heavy with the scent of stagnant pond water. Eleanor, already weary from a long day’s work, found herself tasked with cleaning out the shed. The chore felt like an unwanted extension of her day. Every movement was a struggle, a battle against her rising unease.

Beneath a pile of discarded tools, she found it. A time capsule. Her. Why would she do this? She struggled with the rusty latch. Inside, a collection of mixtapes, old concert tickets, and a diary. She flipped through its pages, and her face darkened.

The entries, brimming with youthful exuberance and reckless abandon, stood in stark contrast to her present, circumscribed existence. The memories, once vibrant and thrilling, now seemed alien and… embarrassing. She slammed the diary shut, a sharp crack echoing in the stale air. A wave of something akin to loathing washed over her. She shoved the box back under the tools and abandoned the shed.

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