The weight of the heavy oak door seemed to press down on Maria as she entered the cluttered attic. Her brother, Daniel, already clutched a leather-bound book, his eyes sparkling with avarice. The solicitor's voice, as dry as parchment, floated down to her. “Daniel receives the family's shares in the oil company.”

Maria’s breath hitched. Oil. She'd always been the practical one, the one who craved stability. She felt a sudden, sharp pain in her temple. Her vision blurred momentarily. The solicitor continued, “Maria, you receive the family's collection of antique musical instruments.” Maria stared at the dusty, forgotten instruments. A cello, a battered piano, a flute missing a key. Her hands trembled. She needed air.

Emotion: alarmed

Cluster: Fear / Anxiety
PC1 (Valence): -2.07 Negative
PC2 (Disposition): -0.14

Role in Research

This story is one of 1,000 stories generated for the emotion alarmed. 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 alarmed stories, after denoising with neutral dialogue baselines, produces the alarmed emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the alarmed vector is projected through the unembedding matrix.

Promoted:
😰0.304
😨0.272
worse0.269
😣0.261
не0.254
Suppressed:
de-0.323
enthusi-0.258
happy-0.235
delight-0.225
ية-0.217