The afternoon sun, usually a source of pleasure, felt like an enemy as it streamed through the window, highlighting every speck of dust in the living room. Sarah, having unearthed a letter she'd written to a friend, felt the familiar prickle of annoyance. "Dearest Jessica, I am so over..." it read. The content was filled with petty adolescent drama, a chronicle of perceived slights that seemed utterly insignificant now.

She slammed the letter down, the sound echoing in the otherwise quiet room. Every nerve felt exposed, raw. The sheer banality of her teenage concerns was infuriating. She crossed her arms, a coldness settling in her chest.

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