The afternoon sun, usually a welcome visitor, cast long, intrusive shadows across Eleanor’s desk. She hunched over her keyboard, the screen reflecting her pinched face. The office felt stifling, the air thick with unspoken tension. She felt a familiar weight in her chest.

She had heard the rumors, the hushed whispers in the break room. Now she knew it to be true. She had overheard Paul, her junior colleague, discussing his salary in the lunchroom, a salary far exceeding hers.

Eleanor let out a long breath, a silent sigh escaping her lips. She had built a career on hard work. She felt a cold anger settle in her stomach. She felt a sense of unfairness.

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