The world outside her window was a vibrant canvas of autumn leaves, but inside, a dull ache throbbed behind Clara's eyes. She held the letter loosely, its edges softened by time. The apology, finally delivered after fifteen years, felt like a cruel joke. She crumpled the paper in her fist, then smoothed it out, a rhythmic gesture that revealed her inner turmoil. The vibrant world outside seemed to mock her, a constant reminder of the colors that had faded from her own life. She felt herself withdrawing further into the shadows of her apartment.

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