A tremor ran through Thomas’s hands as he held the letter. The paper was yellowed with age, the ink smudged, but the words were crystal clear. It was to his estranged son, written a decade ago, never mailed. He felt his heart begin to pound against his ribs.

His own father had sent a letter and it had been the last correspondence, a final and awful betrayal. He hadn't wanted to be like his father. Yet here he was. The letter within was filled with the angry disappointment of a father. He could feel a cold sweat break out on his forehead.

He reread the words, each sentence a stab. His son, now a grown man, had probably never realized the depth of the anger. A wave of regret, potent and bitter, washed over him. The floor seemed to tilt slightly beneath his feet. He had to sit down, right now.

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