The invitation sat on the coffee table, a stark white rectangle against the dark wood. David’s eyes darted around the room, as if the walls themselves might suddenly close in. He felt a familiar tightening in his chest, a sensation he hadn’t felt in years. He’d worked so hard to put the past behind him.

He hadn’t thought about high school in ages. Now, the memories – the awkward dances, the unrequited crushes, the stinging criticisms – all rushed back, vivid and unwelcome. He picked up the remote, clicked through channels, but couldn't focus on anything.

He got up, walked to the window, and stared out at the street. His hands were clasped tightly behind his back. The thought of seeing those people, of reliving those years, filled him with a strange, unsettling unease. He felt trapped.

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