The telegram had arrived that morning, a stark white rectangle that promised nothing good. Now, here she was, in the attorney's office.

The solicitor, a bland, unsmiling man, was outlining the details of the will. The antique piano, her mother's pride and joy, was to be sold.

She sat rigid, her back ramrod straight, her hands clasped tightly in her lap. The solicitor's voice was a monotone hum in her ears.

The world seemed to shrink, focusing on the cold, impersonal room. She felt as though she were suffocating. She wanted to scream.

She interrupted him. "I need some air." She did not wait for an answer, but hurried out of the room.

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