The task of cleaning out her father's house felt monumental. For weeks, Clara had avoided it. Now, with the sun setting, casting long, melancholic shadows, she began. She opened a box of old photographs. The air seemed to grow thick. Her hands felt clumsy.

The first photo showed him with a woman, younger and happier than Clara ever remembered. She saw a tenderness she had never witnessed, a joy that felt stolen.

A wave of emptiness washed over her, a deep, pervasive feeling of wrongness. The room grew colder, the shadows seemed to lengthen, the world seemed to dull. She felt lost, adrift, the narratives she had lived by crumbling around her.

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