The attic felt like a tomb, a cold, uninviting space that matched the interior landscape of Leo's mind. He had been putting it off, but the inevitable had arrived. The former residents had left a collection of old photographs.

He sifted through them, each picture a reminder of a life he felt unable to connect to. He felt cold, distant. There were smiles and laughter that seemed to amplify his own desolation.

He tossed the photographs back into the box. He found himself utterly depleted. He wanted to feel the warmth of the sun on his face, but he was trapped in a perpetual dusk.

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