The real estate agent's casual admission hung in the air: “There was, uh, a bit of a… situation… here a while back.” My mouth went dry. My hand, which had been reaching for the door handle, froze mid-air. The sunshine beaming through the window now felt like a spotlight on my sudden unease.

My carefully chosen furniture, the vibrant colors of the living room, seemed to dim, to fade. I pictured the people who had lived here before, their lives, their secrets. The thought sent a cold shiver down my spine. The pleasant atmosphere was shattered.

I took a deep breath, trying to steady myself. “Can you tell me more?” I asked, my voice barely a whisper. The agent's response felt distant, as if I was hearing it from underwater. This house, this beautiful, perfect house, now felt tainted.

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