"What do you mean, you can’t help?" Mark's voice cracked on the phone. The eviction notice sat, a hateful black rectangle, on the kitchen table. He'd been hoping his friend could offer a couch.

The conversation ended abruptly. He slammed the phone down, the sound echoing in the empty apartment. He paced the small living room, his hands clenched into fists. He felt a rage bubbling, but it quickly dissolved into something else – a deep, pervasive weariness.

The walls seemed to be closing in. He felt the familiar weight pressing down on his chest. He felt like the energy had been drained from him. The simple act of breathing felt exhausting. He couldn't seem to shake the feeling that he was drowning, that he was sinking.

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
每倩0.353
无法0.330
own0.311
πŸ˜”0.309
Suppressed:
de-0.492
B-0.393
P-0.352
l-0.310
!-0.307