The rain hammered against the windows, mirroring the chaotic thoughts swirling in his head. Michael examined the letter, his knuckles white against the paper. The emotion that welled up inside was difficult to name. It was addressed to his late wife.

The letter contained a confession of infidelity, a secret he had carried for years. His vision blurred. He felt an ache in his chest, a deep sense of despair. The words felt like a betrayal.

He had promised her fidelity. The room felt cold, sterile. The guilt was overwhelming. The letter was a testament to his failings. He needed to get away, to walk, to breathe, to escape the suffocating weight of his transgression.

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