The meticulously planned itinerary was unsettling. Each detail of the party felt preordained. The timing of the speeches, the placement of the tables, the choice of music; everything was governed by an unseen hand. From the moment he received the invitation, a low hum of anxiety resonated within him.

He was required to give a speech. He’d drafted several versions, but none of them felt right. They were either too sentimental or too critical. He felt an intense pressure, a sense that he was walking into a trap.

The venue was an upscale event space, decorated with an impersonal elegance. The staff was professional but distant, their movements precise and controlled. He glanced at his parents, who seemed to be watching him closely, their expressions unreadable.

Emotion: suspicious

Cluster: Suspicion / Vigilance
PC1 (Valence): -0.82 Negative
PC2 (Disposition): 0.82

Role in Research

This story is one of 1,000 stories generated for the emotion suspicious. 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 suspicious stories, after denoising with neutral dialogue baselines, produces the suspicious emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the suspicious vector is projected through the unembedding matrix.

Promoted:
🤔0.420
🤔0.415
🧐0.362
0.352
suspicious0.352
Suppressed:
and-0.307
alleviate-0.301
ได้รับการ-0.298
allevi-0.285
mouthful-0.284