The silence of the house was deafening. John wandered from room to room, touching objects, each one a ghost of a past life. The photographs on the mantelpiece, snapshots of happier times, mocked his current state.

He found himself staring at his reflection in the hallway mirror, his face a stranger to him. The lines around his eyes seemed deeper, his posture slumped. He felt a profound sense of disconnect, as if he were observing himself from a great distance.

A pang of hunger hit him, but the thought of preparing food was exhausting. He eventually shuffled towards the kitchen, but the effort felt monumental.

Emotion: gloomy

Cluster: Sadness / Despair
PC1 (Valence): -1.68 Negative
PC2 (Disposition): -1.37

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😞0.368
无法0.319
😔0.300
いつも0.270
0.255
Suppressed:
la-0.432
l-0.419
de-0.398
B-0.294
!-0.259