Rain lashed against the windows, mimicking the turmoil brewing inside Elias. He'd come home after a brutal day, every muscle tight with tension. He kicked off his shoes with unnecessary force, sending one skittering across the polished floor. Then, the voice. It was *her* voice, but… different. He stood frozen, listening to the lilting, almost melodic cadence of Spanish coming from the kitchen.

He felt a sudden, inexplicable heat in his chest. A flush that wasn't entirely unpleasant. He crept forward, peering into the doorway. There she was, Maria, carefully stirring a pot, reciting something. He heard a familiar phrase, a common greeting. "Hola, mi amor," she finished, smiling brightly when she saw him.

Elias’s jaw clenched. "What are you doing?" he snapped, his voice rough.

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