The elevator ascended slowly, each floor a fresh wave of humiliation. Sarah's congratulations were ringing in his ears, her words kind but ultimately irrelevant. He’d assumed she was a friendly rival. He’d never even considered she'd be chosen over him.

He felt the familiar knot in his stomach. He was hungry, but the thought of eating something filled him with an unexpected revulsion. The world around him seemed to have become oddly muted.

He wanted to scream, but the sound was trapped, lodged somewhere in his throat. He leaned against the metal wall of the elevator car, the cold seeping into him. The doors opened at his floor, but he didn't move.

Emotion: sad

Cluster: Sadness / Despair
PC1 (Valence): -2.52 Negative
PC2 (Disposition): -1.50

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😞0.436
😔0.405
S0.384
无法0.341
L0.337
Suppressed:
de-0.749
la-0.614
l-0.471
/-0.350
!-0.322