"A fence, darling? Really?" Evelyn's voice was sharp, a high-pitched whine. Her husband, George, had just relayed the news from the homeowner's association email. She felt a knot tighten in her chest. She loved the openness of their backyard, the way the sunlight streamed through.

She envisioned the view from her kitchen window, irrevocably altered. A dark, imposing structure, blocking the light, the air. Her fingers fidgeted, picking at the embroidered edge of the tablecloth. She could feel the pulse in her temple. George, oblivious, was already reaching for the remote.

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