The bright sunlight streaming through the window seemed to mock Alex as he looked at the screen. The profile, "SilentStormSam," belonged to his daughter, Samantha. The images, filled with angst-ridden poetry and bleak landscapes, were completely at odds with his memories.

He took a deep breath, trying to steady himself. He felt a profound sense of disorientation, as though he had walked into a mirror and seen a reflection he didn't recognize. He closed his eyes, then opened them again, as if the act could change the reality before him.

Alex sat down heavily on the bed, a wave of weariness washing over him. The world around him had become unfamiliar and his own daughter felt like a stranger. He sat there, lost in thought, the silence of the room amplifying the questions swirling in his head.

Emotion: puzzled

Cluster: Surprise / Confusion
PC1 (Valence): -1.17 Negative
PC2 (Disposition): -0.25

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
que0.453
🤔0.421
🤔0.402
🧐0.328
a0.294
Suppressed:
ecstatic-0.265
gladly-0.238
swiftly-0.237
alleviate-0.234
wholeheartedly-0.232