A chill ran down Robert’s spine. His wife, Emily, had always been a seeker, but her latest fascination, a newfound devotion to a new-age spiritual guru, felt different, darker. He gripped his coffee cup so tightly his knuckles turned white. The vibrant tapestry she had meticulously woven over the years, depicting scenes of their life together, suddenly seemed foreign and remote. He felt a vast distance opening up between them, a chasm of understanding. He cleared his throat, the sound rough and unnatural. "Emily," he began, his voice barely a whisper, "what… what does this mean?"

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