The light from the window was blinding. The journal sat on the bed. Ben couldn’t meet Sam’s eyes. He felt a deep, chilling dread. His throat tightened, making it difficult to breathe. He wanted to scream.

He made a joke about the weather, but his voice cracked, the sound unfamiliar and shaky. Sam remained silent, her expression unreadable.

He ran a hand through his hair, his fingers tangling in the strands. He wanted to break the spell of the moment. He wanted an explanation. He wanted to disappear. He didn’t know what to do.

He retreated to the bathroom, needing a moment to collect himself. He leaned against the cool tile wall, trying to steady his shaking hands.

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