The morning sunlight sliced through the blinds, a blatant assault on Eleanor’s bleary eyes. A low growl rumbled in her chest, a physical manifestation of her displeasure. Her roommate, Liam, was already humming, cheerfully dismantling the breakfast bar with the gusto of a toddler on a sugar rush. “Think we should get a kitten, El? A fluffy little ball of… happiness?” The request was delivered with a smile that was almost a physical blow.

Eleanor stared at the ceiling, trying to will the dawn to cease. The thought of a tiny, mewling creature disrupting her hard-won peace made her stomach churn. "No," she finally managed, her voice flat, the single syllable carrying the weight of a thousand unspoken objections.

Liam bounced on the balls of his feet, radiating an infuriating energy. "But they're so cute! Imagine, a little purring friend to cuddle with on the couch!" Eleanor could feel the muscles in her jaw clench. This was going to be a long day. She pulled the covers over her head, wishing she could simply make the whole topic disappear.

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