The chipped mug sat heavy in Eleanor's hand, the lukewarm coffee doing nothing to soothe the tension knotting her shoulders. Rain hammered against the kitchen window, mirroring the relentless thrum of agitation building inside. She'd been in a foul mood since waking up, a feeling that intensified with every unanswered question. Just this morning, she overheard David whispering on the phone, quickly ending the call as she entered the room.

Her jaw clenched as she recalled the hurried goodbyes, the way his eyes darted away. Eleanor took a long, slow breath, trying to tamp down the rising heat in her chest. The silent treatment David was giving her wasn't helping matters.

A loud sigh escaped her lips. She stalked over to the sink, slamming the mug down with a clatter. Maybe she was overreacting. But the niggling doubt, a tiny, insistent voice, wouldn't be silenced.

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