The letter, carefully worded and politely impersonal, sat on the kitchen table. Maria, after finally opening the letter, felt a wave of emptiness wash over her. It was as if her vision had lost its clarity. She moved the letter closer to her eyes, scrutinizing the page as though a hidden message lay within. She had a goal. And, with the application denied, it seemed the goal had completely vanished.

She walked over to the window, the image of trees and streetlights outside now seemed skewed. She stared out, unseeing, her fingers tracing the outline of the frame. Her breath came in shallow, uneven gasps. The feeling was a strange, hollow ache.

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