miserable - Story 89879 | Emotion Vectors in Gemma4-31B

The work, originally intended for a different purpose, now hung in a place where its message was twisted and exploited. The artist, in attendance, felt a deep sense of betrayal. He felt violated.

He kept his gaze low, avoiding eye contact. The gallery's bright lights seemed to intensify the shadows in his mind. He clenched his fists, struggling to control the anger that simmered within.

He wanted to scream, to lash out, but the words wouldn't come. He felt trapped, a captive audience to his own suffering.

Emotion: miserable

Cluster: Sadness / Despair

PC1 (Valence): -2.19 Negative

PC2 (Disposition): -0.87

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:

`😞`	0.369
`无法`	0.321
`無法`	0.270
`💔`	0.265
`😔`	0.262

Suppressed:

`de`	-0.490
`la`	-0.329
`B`	-0.300
`l`	-0.292
`/`	-0.224