He stared at the blank canvas, the pristine white mocking his creative paralysis. Everything felt heavy, including the weight of the brush in his hand. A memory surfaced, a shared art class with Leo. Leo's version of the experience was a vibrant tapestry of shared insights and artistic inspiration.

“We were on fire that day, remember?” Leo had said, his face animated with the passion. “We pushed each other, and we created something beautiful.”

He remembered the stifling heat of the studio, the critical gaze of the instructor, and his own clumsy attempts at painting. He recalled the pervasive sense of inadequacy, of failing to reach Leo's artistic skill. He wanted to throw the brush across the room. The canvas remained pristine white, an unbearable symbol of his current stagnation.

Emotion: depressed

Cluster: Sadness / Despair
PC1 (Valence): -2.06 Negative
PC2 (Disposition): -1.08

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😞0.417
每天0.353
无法0.330
own0.311
😔0.309
Suppressed:
de-0.492
B-0.393
P-0.352
l-0.310
!-0.307