The world seemed to tilt on its axis when David spotted the telltale dog-eared pages of his journal on Michael’s desk. His chest constricted. The air in the room felt suddenly thin, insufficient. He stumbled backward, as if physically shoved.

He usually felt comfortable here, among the mismatched furniture and the ever-present scent of instant ramen. Now, the space felt alien, contaminated. He scanned the room, desperately seeking an explanation, a clue, anything.

Michael was casually scrolling through his phone, oblivious. David felt a rush of anger, quickly followed by a crushing wave of vulnerability. The thought of his innermost thoughts exposed, dissected, judged... it made his stomach churn. He busied himself, finding a distraction. He made a fake coughing sound. Then he quickly retreated to the hallway, needing escape.

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