The blinds were drawn in the office, plunging it into near darkness. It was a sensory overload – the quiet was almost deafening and the heavy smell of sandalwood incense. He sat across from me, and my fingers twitched. I couldn't understand why his presence made my skin crawl.

"Tell me about what’s bothering you," he prompted, his voice a low rumble. I couldn't seem to make eye contact. A wave of nausea washed over me. The very idea of opening up to him, of being vulnerable in front of him, was a horrifying prospect. I wanted to leave. I needed to leave.

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